DataFrame
NO COMPARISON TARGET
8592
ROWS
0
DUPLICATES
8.7 MB
RAM
126
FEATURES
11
CATEGORICAL
108
NUMERICAL
7
TEXT
2.1.0
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
price
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
4,581
(53%)
ZEROES:
---
MAX
755
95%
350
Q3
259
AVG
225
MEDIAN
210
Q1
176
5%
141
MIN
70
RANGE
684
IQR
83.2
STD
71.7
VAR
5,144
KURT.
5.33
SKEW
1.61
SUM
1.9M
2
forecast_PLN
VALUES:
0
(0%)
MISSING:
8,592
(100%)
DISTINCT:
0
(0%)
3
weekday
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
4
month
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
---
MAX
12.0
95%
12.0
Q3
10.0
MEDIAN
7.0
AVG
6.6
Q1
4.0
5%
1.0
MIN
1.0
RANGE
11.0
IQR
6.00
STD
3.39
VAR
11.5
KURT.
-1.19
SKEW
-0.022
SUM
57,000
5
price_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
4,581
(53%)
ZEROES:
---
MAX
755
95%
350
Q3
259
AVG
225
MEDIAN
210
Q1
176
5%
141
MIN
70
RANGE
684
IQR
83.4
STD
71.8
VAR
5,162
KURT.
5.29
SKEW
1.61
SUM
1.9M
6
co2_price_pln_actual_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
344
(4%)
ZEROES:
---
MAX
108.7
95%
100.0
Q3
85.0
MEDIAN
69.0
AVG
68.6
Q1
55.5
5%
36.8
MIN
31.8
RANGE
76.9
IQR
29.6
STD
19.6
VAR
385
KURT.
-0.893
SKEW
-0.098
SUM
589k
7
co2_price_eur_actual_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
310
(4%)
ZEROES:
---
MAX
25.2
95%
23.2
Q3
19.8
AVG
16.0
MEDIAN
16.0
Q1
13.0
5%
8.9
MIN
7.6
RANGE
17.6
IQR
6.78
STD
4.46
VAR
19.9
KURT.
-0.864
SKEW
-0.064
SUM
138k
8
load_forecast_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
975
(11%)
ZEROES:
---
MAX
26,300
95%
24,761
Q3
22,150
MEDIAN
19,800
AVG
19,631
Q1
16,888
5%
14,438
MIN
12,225
RANGE
14,075
IQR
5,262
STD
3,211
VAR
10.3M
KURT.
-1.01
SKEW
-0.056
SUM
168.7M
9
capacity_jwcd_forecast_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
1,557
(18%)
ZEROES:
---
MAX
23,590
95%
22,936
Q3
22,140
AVG
21,378
MEDIAN
21,373
Q1
20,746
5%
19,676
MIN
17,649
RANGE
5,941
IQR
1,394
STD
1,001
VAR
1.0M
KURT.
-0.039
SKEW
-0.356
SUM
183.7M
10
capacity_njwcd_forecast_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
4,521
(53%)
ZEROES:
---
MAX
11,983
95%
9,653
Q3
7,601
AVG
6,462
MEDIAN
6,406
Q1
4,948
5%
4,155
MIN
3,695
RANGE
8,288
IQR
2,653
STD
1,739
VAR
3.0M
KURT.
-0.424
SKEW
0.507
SUM
55.5M
11
generation_jwcd_forecast_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
6,068
(71%)
ZEROES:
---
MAX
20,258
95%
18,663
Q3
16,897
MEDIAN
14,120
AVG
14,067
Q1
11,614
5%
8,867
MIN
2,912
RANGE
17,346
IQR
5,283
STD
3,201
VAR
10.2M
KURT.
-0.785
SKEW
-0.260
SUM
120.9M
12
generation_njwcd_forecast_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
4,517
(53%)
ZEROES:
---
MAX
10,977
95%
8,773
Q3
6,767
AVG
5,564
MEDIAN
5,424
Q1
4,000
5%
3,345
MIN
2,691
RANGE
8,286
IQR
2,768
STD
1,747
VAR
3.1M
KURT.
-0.509
SKEW
0.526
SUM
47.8M
13
generation_wind_forecast_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
3,053
(36%)
ZEROES:
---
MAX
5,324
95%
3,541
Q3
1,754
AVG
1,258
MEDIAN
935
Q1
449
5%
176
MIN
37
RANGE
5,287
IQR
1,305
STD
1,059
VAR
1.1M
KURT.
1.51
SKEW
1.35
SUM
10.8M
14
generation_solar_forecast_lag_24
VALUES:
0
(0%)
MISSING:
8,592
(100%)
DISTINCT:
0
(0%)
15
reserve1_forecast_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
1,186
(14%)
ZEROES:
---
MAX
2,368
95%
2,230
Q3
1,990
MEDIAN
1,780
AVG
1,765
Q1
1,517
5%
1,298
MIN
1,096
RANGE
1,272
IQR
473
STD
289
VAR
83,541
KURT.
-0.999
SKEW
-0.049
SUM
15.2M
16
reserve2_forecast_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
17
load_actual_lag_24
VALUES:
8,588
(>99%)
MISSING:
4
(<1%)
DISTINCT:
8,542
(>99%)
ZEROES:
---
MAX
26,297
95%
24,641
Q3
22,012
MEDIAN
19,718
AVG
19,543
Q1
16,787
5%
14,389
MIN
12,262
RANGE
14,035
IQR
5,226
STD
3,186
VAR
10.2M
KURT.
-1.00
SKEW
-0.044
SUM
167.8M
18
generation_jwcd_actual_lag_24
VALUES:
8,588
(>99%)
MISSING:
4
(<1%)
DISTINCT:
8,533
(>99%)
ZEROES:
---
MAX
18,924
95%
17,049
Q3
15,562
MEDIAN
13,286
AVG
13,240
Q1
11,210
5%
8,827
MIN
5,101
RANGE
13,823
IQR
4,352
STD
2,640
VAR
7.0M
KURT.
-0.827
SKEW
-0.217
SUM
113.7M
19
generation_pi_actual_lag_24
VALUES:
8,588
(>99%)
MISSING:
4
(<1%)
DISTINCT:
5,881
(68%)
ZEROES:
---
MAX
1,136
95%
325
Q3
64
MEDIAN
-4
AVG
-7
Q1
-11
5%
-418
MIN
-1,478
RANGE
2,614
IQR
74.9
STD
237
VAR
56,314
KURT.
7.21
SKEW
-1.26
SUM
-62,310
20
generation_irz_actual_lag_24
VALUES:
8,588
(>99%)
MISSING:
4
(<1%)
DISTINCT:
2,630
(31%)
ZEROES:
2,801
(33%)
MAX
673
95%
285
Q3
160
AVG
101
MEDIAN
99
Q1
0
5%
0
MIN
0
RANGE
673
IQR
160
STD
98.4
VAR
9,691
KURT.
1.50
SKEW
1.06
SUM
870k
21
generation_njwcd_actual_lag_24
VALUES:
8,588
(>99%)
MISSING:
4
(<1%)
DISTINCT:
8,514
(>99%)
ZEROES:
---
MAX
11,013
95%
9,162
Q3
6,938
AVG
5,731
MEDIAN
5,615
Q1
4,105
5%
3,354
MIN
2,727
RANGE
8,287
IQR
2,833
STD
1,827
VAR
3.3M
KURT.
-0.494
SKEW
0.526
SUM
49.2M
22
crossborder_sync_balance_actual_lag_24
VALUES:
8,588
(>99%)
MISSING:
4
(<1%)
DISTINCT:
8,214
(96%)
ZEROES:
---
MAX
1,050
95%
655
Q3
465
MEDIAN
129
AVG
65
Q1
-183
5%
-926
MIN
-1,779
RANGE
2,829
IQR
648
STD
489
VAR
239k
KURT.
0.777
SKEW
-1.02
SUM
557k
23
crossborder_async_balance_actual_lag_24
VALUES:
8,588
(>99%)
MISSING:
4
(<1%)
DISTINCT:
8,289
(96%)
ZEROES:
---
MAX
1,360
95%
1,303
Q3
1,094
MEDIAN
707
AVG
582
Q1
175
5%
-525
MIN
-979
RANGE
2,339
IQR
919
STD
592
VAR
350k
KURT.
-0.749
SKEW
-0.578
SUM
5.0M
24
CEPS_EXP_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
5,400
(63%)
ZEROES:
129
(2%)
MAX
0
95%
-34
Q3
-199
MEDIAN
-362
AVG
-408
Q1
-569
5%
-929
MIN
-1,750
RANGE
1,750
IQR
370
STD
280
VAR
78,645
KURT.
1.28
SKEW
-0.994
SUM
-3.5M
25
CEPS_IMP_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
1,580
(18%)
ZEROES:
3,044
(35%)
MAX
787
95%
193
Q3
44
AVG
39
MEDIAN
7
Q1
0
5%
0
MIN
0
RANGE
787
IQR
43.8
STD
78.8
VAR
6,202
KURT.
18.5
SKEW
3.82
SUM
335k
26
SEPS_EXP_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
5,101
(59%)
ZEROES:
264
(3%)
MAX
0
95%
-16
Q3
-205
MEDIAN
-346
AVG
-368
Q1
-521
5%
-764
MIN
-1,054
RANGE
1,054
IQR
315
STD
219
VAR
47,931
KURT.
-0.457
SKEW
-0.360
SUM
-3.2M
27
SEPS_IMP_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
354
(4%)
ZEROES:
7,991
(93%)
MAX
374
95%
2
Q3
0
AVG
3
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
374
IQR
0.00
STD
21.9
VAR
479
KURT.
90.8
SKEW
8.91
SUM
27,995
28
50HzT_EXP_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
166
(2%)
ZEROES:
8,380
(98%)
MAX
0
95%
0
Q3
0
MEDIAN
0
AVG
-2
Q1
0
5%
0
MIN
-620
RANGE
620
IQR
0.00
STD
26.1
VAR
682
KURT.
257
SKEW
-15.0
SUM
-19,551
29
50HzT_IMP_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
5,141
(60%)
ZEROES:
396
(5%)
MAX
2,139
95%
1,285
Q3
1,027
MEDIAN
835
AVG
804
Q1
625
5%
16
MIN
0
RANGE
2,139
IQR
401
STD
336
VAR
113k
KURT.
0.541
SKEW
-0.409
SUM
6.9M
30
SVK_EXP_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
1,537
(18%)
ZEROES:
6,839
(80%)
MAX
0
95%
0
Q3
0
MEDIAN
0
AVG
-43
Q1
0
5%
-299
MIN
-598
RANGE
598
IQR
0.00
STD
102
VAR
10,450
KURT.
4.41
SKEW
-2.35
SUM
-367k
31
SVK_IMP_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
1,866
(22%)
ZEROES:
2,106
(25%)
MAX
601
95%
598
Q3
598
MEDIAN
492
AVG
354
Q1
1
5%
0
MIN
0
RANGE
601
IQR
597
STD
262
VAR
68,793
KURT.
-1.66
SKEW
-0.374
SUM
3.0M
32
UA_EXP_lag_24
VALUES:
0
(0%)
MISSING:
8,592
(100%)
DISTINCT:
0
(0%)
33
UA_IMP_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
5,125
(60%)
ZEROES:
934
(11%)
MAX
219
95%
214
Q3
210
MEDIAN
191
AVG
161
Q1
141
5%
0
MIN
0
RANGE
219
IQR
69.6
STD
65.3
VAR
4,259
KURT.
1.21
SKEW
-1.48
SUM
1.4M
34
LIT_EXP_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
1,650
(19%)
ZEROES:
5,001
(58%)
MAX
0
95%
0
Q3
0
MEDIAN
0
AVG
-83
Q1
-103
5%
-485
MIN
-496
RANGE
496
IQR
103
STD
149
VAR
22,096
KURT.
1.31
SKEW
-1.64
SUM
-712k
35
LIT_IMP_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
3,530
(41%)
ZEROES:
2,953
(34%)
MAX
492
95%
487
Q3
441
AVG
183
MEDIAN
52
Q1
0
5%
0
MIN
0
RANGE
492
IQR
441
STD
207
VAR
42,931
KURT.
-1.52
SKEW
0.498
SUM
1.6M
36
generation_wind_actual_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
8,571
(>99%)
ZEROES:
---
MAX
5,196
95%
3,816
Q3
1,959
AVG
1,384
MEDIAN
1,066
Q1
500
5%
160
MIN
18
RANGE
5,178
IQR
1,458
STD
1,137
VAR
1.3M
KURT.
0.801
SKEW
1.17
SUM
11.9M
37
generation_solar_actual_lag_24
VALUES:
0
(0%)
MISSING:
8,592
(100%)
DISTINCT:
0
(0%)
38
Biomass 200 generation_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
2,469
(29%)
ZEROES:
1,254
(15%)
MAX
208
95%
202
Q3
196
MEDIAN
192
AVG
160
Q1
177
5%
0
MIN
0
RANGE
208
IQR
18.9
STD
68.5
VAR
4,694
KURT.
1.41
SKEW
-1.78
SUM
1.4M
39
Gas 200 generation_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
7,216
(84%)
ZEROES:
455
(5%)
MAX
518
95%
479
Q3
425
MEDIAN
316
AVG
283
Q1
164
5%
0
MIN
0
RANGE
518
IQR
261
STD
149
VAR
22,121
KURT.
-1.44
SKEW
-0.162
SUM
2.4M
40
Gas 500 generation_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
6,592
(77%)
ZEROES:
465
(5%)
MAX
1,064
95%
943
Q3
789
AVG
579
MEDIAN
557
Q1
426
5%
0
MIN
0
RANGE
1,064
IQR
363
STD
247
VAR
61,064
KURT.
-0.186
SKEW
-0.359
SUM
5.0M
41
HPS 100 generation_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
2,137
(25%)
ZEROES:
5,430
(63%)
MAX
374
95%
111
Q3
20
AVG
19
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
374
IQR
20.0
STD
39.2
VAR
1,537
KURT.
7.23
SKEW
2.56
SUM
161k
42
HPS 200 generation_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
2,073
(24%)
ZEROES:
6,148
(72%)
MAX
909
95%
277
Q3
5
AVG
44
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
909
IQR
4.84
STD
108
VAR
11,642
KURT.
12.9
SKEW
3.34
SUM
374k
43
Hard coal 100 generation_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
6,576
(77%)
ZEROES:
613
(7%)
MAX
250
95%
162
Q3
125
MEDIAN
90
AVG
87
Q1
52
5%
0
MIN
0
RANGE
250
IQR
73.1
STD
46.3
VAR
2,143
KURT.
-0.682
SKEW
0.026
SUM
749k
44
Hard coal 1000 generation_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
6,116
(71%)
ZEROES:
1,419
(17%)
MAX
1,025
95%
978
Q3
928
MEDIAN
703
AVG
612
Q1
442
5%
0
MIN
0
RANGE
1,025
IQR
486
STD
341
VAR
116k
KURT.
-0.854
SKEW
-0.674
SUM
5.3M
45
Hard coal 200 generation_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
8,590
(>99%)
ZEROES:
1
(<1%)
MAX
9,448
95%
7,524
Q3
6,299
AVG
5,387
MEDIAN
5,331
Q1
4,389
5%
3,472
MIN
0
RANGE
9,448
IQR
1,910
STD
1,255
VAR
1.6M
KURT.
-0.578
SKEW
0.222
SUM
46.3M
46
Hard coal 300 generation_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
8,209
(96%)
ZEROES:
1
(<1%)
MAX
1,449
95%
1,393
Q3
1,212
MEDIAN
926
AVG
914
Q1
666
5%
374
MIN
0
RANGE
1,449
IQR
546
STD
328
VAR
107k
KURT.
-1.11
SKEW
-0.055
SUM
7.9M
47
Hard coal 500 generation_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
2,514
(29%)
ZEROES:
1,648
(19%)
MAX
988
95%
957
Q3
655
AVG
441
MEDIAN
421
Q1
245
5%
0
MIN
0
RANGE
988
IQR
410
STD
298
VAR
88,648
KURT.
-0.801
SKEW
0.117
SUM
3.8M
48
Lignite 1000 generation_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
4,819
(56%)
ZEROES:
601
(7%)
MAX
806
95%
801
Q3
796
MEDIAN
772
AVG
692
Q1
742
5%
0
MIN
0
RANGE
806
IQR
54.5
STD
213
VAR
45,505
KURT.
5.04
SKEW
-2.49
SUM
5.9M
49
Lignite 200 generation_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
8,327
(97%)
ZEROES:
1
(<1%)
MAX
1,944
95%
1,605
Q3
1,366
MEDIAN
1,170
AVG
1,145
Q1
919
5%
647
MIN
0
RANGE
1,944
IQR
447
STD
294
VAR
86,539
KURT.
-0.734
SKEW
-0.147
SUM
9.8M
50
Lignite 300 generation_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
8,440
(98%)
ZEROES:
1
(<1%)
MAX
4,187
95%
3,903
Q3
3,534
MEDIAN
3,174
AVG
3,097
Q1
2,731
5%
1,950
MIN
0
RANGE
4,187
IQR
803
STD
603
VAR
363k
KURT.
-0.152
SKEW
-0.636
SUM
26.6M
51
Lignite 500 generation_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
2,321
(27%)
ZEROES:
690
(8%)
MAX
448
95%
422
Q3
372
AVG
263
MEDIAN
234
Q1
201
5%
0
MIN
0
RANGE
448
IQR
171
STD
116
VAR
13,454
KURT.
-0.091
SKEW
-0.457
SUM
2.3M
52
Gas 500 available_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
414
(5%)
ZEROES:
---
MAX
1,512
95%
1,442
Q3
1,343
AVG
1,078
MEDIAN
1,027
Q1
922
5%
447
MIN
447
RANGE
1,065
IQR
421
STD
257
VAR
66,044
KURT.
0.042
SKEW
-0.396
SUM
9.3M
53
Hard coal 100 available_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
66
(<1%)
ZEROES:
---
MAX
200
95%
200
Q3
200
MEDIAN
200
AVG
185
Q1
194
5%
100
MIN
100
RANGE
100
IQR
6.00
STD
31.6
VAR
996
KURT.
2.27
SKEW
-1.94
SUM
1.6M
54
Hard coal 1000 available_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
180
(2%)
ZEROES:
---
MAX
3,795
95%
3,795
Q3
3,795
MEDIAN
2,795
AVG
2,687
Q1
1,985
5%
1,085
MIN
10
RANGE
3,785
IQR
1,810
STD
1,007
VAR
1.0M
KURT.
-1.03
SKEW
-0.435
SUM
23.1M
55
Hard coal 200 available_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
3,242
(38%)
ZEROES:
---
MAX
12,336
95%
12,061
Q3
11,603
MEDIAN
11,284
AVG
11,223
Q1
10,881
5%
10,152
MIN
9,607
RANGE
2,729
IQR
722
STD
549
VAR
301k
KURT.
-0.125
SKEW
-0.462
SUM
96.4M
56
Hard coal 500 available_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
203
(2%)
ZEROES:
---
MAX
1,562
95%
1,032
Q3
1,032
MEDIAN
942
AVG
752
Q1
572
5%
12
MIN
12
RANGE
1,550
IQR
460
STD
313
VAR
97,959
KURT.
-0.272
SKEW
-0.855
SUM
6.5M
57
Lignite 200 available_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
696
(8%)
ZEROES:
---
MAX
2,327
95%
2,327
Q3
2,092
AVG
1,873
MEDIAN
1,872
Q1
1,691
5%
1,409
MIN
1,009
RANGE
1,318
IQR
401
STD
258
VAR
66,399
KURT.
-0.304
SKEW
-0.134
SUM
16.1M
58
Lignite 300 available_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
509
(6%)
ZEROES:
---
MAX
4,614
95%
4,614
Q3
4,244
AVG
3,930
MEDIAN
3,854
Q1
3,675
5%
3,094
MIN
2,304
RANGE
2,310
IQR
569
STD
463
VAR
215k
KURT.
-0.330
SKEW
-0.329
SUM
33.8M
59
Hard coal 300 available_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
342
(4%)
ZEROES:
---
MAX
1,532
95%
1,532
Q3
1,532
MEDIAN
1,472
AVG
1,349
Q1
1,149
5%
963
MIN
540
RANGE
992
IQR
383
STD
205
VAR
42,039
KURT.
-0.632
SKEW
-0.638
SUM
11.6M
60
Lignite 500 available_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
66
(<1%)
ZEROES:
---
MAX
954
95%
954
Q3
954
MEDIAN
954
AVG
945
Q1
954
5%
928
MIN
480
RANGE
474
IQR
0.00
STD
51.4
VAR
2,645
KURT.
50.4
SKEW
-6.79
SUM
8.1M
61
Lignite 1000 available_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
36
(<1%)
ZEROES:
608
(7%)
MAX
858
95%
858
Q3
858
MEDIAN
858
AVG
789
Q1
858
5%
0
MIN
0
RANGE
858
IQR
0.00
STD
225
VAR
50,700
KURT.
7.81
SKEW
-3.09
SUM
6.8M
62
Biomass 200 available_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
63
Gas 200 available_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
64
HPS 100 available_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
65
HPS 200 available_lag_24
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
66
price_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
4,584
(53%)
ZEROES:
---
MAX
755
95%
350
Q3
259
AVG
225
MEDIAN
210
Q1
175
5%
138
MIN
72
RANGE
683
IQR
84.5
STD
72.3
VAR
5,224
KURT.
5.18
SKEW
1.59
SUM
1.9M
67
co2_price_pln_actual_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
343
(4%)
ZEROES:
---
MAX
108.7
95%
95.4
Q3
84.4
MEDIAN
68.4
AVG
67.4
Q1
54.5
5%
35.3
MIN
31.8
RANGE
76.9
IQR
29.9
STD
19.5
VAR
380
KURT.
-0.955
SKEW
-0.138
SUM
579k
68
co2_price_eur_actual_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
309
(4%)
ZEROES:
---
MAX
25.2
95%
22.1
Q3
19.6
MEDIAN
15.9
AVG
15.8
Q1
13.0
5%
8.5
MIN
7.6
RANGE
17.6
IQR
6.68
STD
4.44
VAR
19.7
KURT.
-0.927
SKEW
-0.109
SUM
135k
69
load_forecast_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
970
(11%)
ZEROES:
---
MAX
26,300
95%
24,775
Q3
22,200
MEDIAN
19,850
AVG
19,674
Q1
16,925
5%
14,488
MIN
12,225
RANGE
14,075
IQR
5,275
STD
3,208
VAR
10.3M
KURT.
-1.02
SKEW
-0.063
SUM
169.0M
70
capacity_jwcd_forecast_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
1,563
(18%)
ZEROES:
---
MAX
23,590
95%
22,936
Q3
22,152
AVG
21,379
MEDIAN
21,373
Q1
20,746
5%
19,676
MIN
17,649
RANGE
5,941
IQR
1,406
STD
1,000
VAR
1.0M
KURT.
-0.038
SKEW
-0.361
SUM
183.7M
71
capacity_njwcd_forecast_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
4,506
(52%)
ZEROES:
---
MAX
11,983
95%
9,686
Q3
7,577
AVG
6,457
MEDIAN
6,406
Q1
4,948
5%
4,155
MIN
3,695
RANGE
8,288
IQR
2,630
STD
1,736
VAR
3.0M
KURT.
-0.390
SKEW
0.520
SUM
55.5M
72
generation_jwcd_forecast_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
6,043
(70%)
ZEROES:
---
MAX
20,258
95%
18,663
Q3
16,905
MEDIAN
14,206
AVG
14,114
Q1
11,662
5%
8,980
MIN
2,912
RANGE
17,346
IQR
5,244
STD
3,165
VAR
10.0M
KURT.
-0.817
SKEW
-0.252
SUM
121.3M
73
generation_njwcd_forecast_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
4,511
(53%)
ZEROES:
---
MAX
10,977
95%
8,796
Q3
6,747
AVG
5,560
MEDIAN
5,424
Q1
4,000
5%
3,345
MIN
2,691
RANGE
8,286
IQR
2,748
STD
1,746
VAR
3.0M
KURT.
-0.479
SKEW
0.539
SUM
47.8M
74
generation_wind_forecast_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
3,055
(36%)
ZEROES:
---
MAX
5,324
95%
3,548
Q3
1,743
AVG
1,257
MEDIAN
924
Q1
448
5%
176
MIN
37
RANGE
5,287
IQR
1,295
STD
1,065
VAR
1.1M
KURT.
1.49
SKEW
1.36
SUM
10.8M
75
generation_solar_forecast_lag_168
VALUES:
0
(0%)
MISSING:
8,592
(100%)
DISTINCT:
0
(0%)
76
reserve1_forecast_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
1,181
(14%)
ZEROES:
---
MAX
2,368
95%
2,230
Q3
1,994
MEDIAN
1,785
AVG
1,769
Q1
1,522
5%
1,303
MIN
1,096
RANGE
1,272
IQR
472
STD
289
VAR
83,399
KURT.
-1.01
SKEW
-0.057
SUM
15.2M
77
reserve2_forecast_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
78
load_actual_lag_168
VALUES:
8,588
(>99%)
MISSING:
4
(<1%)
DISTINCT:
8,540
(>99%)
ZEROES:
---
MAX
26,297
95%
24,641
Q3
22,047
MEDIAN
19,773
AVG
19,577
Q1
16,813
5%
14,420
MIN
12,262
RANGE
14,035
IQR
5,234
STD
3,183
VAR
10.1M
KURT.
-1.01
SKEW
-0.053
SUM
168.1M
79
generation_jwcd_actual_lag_168
VALUES:
8,588
(>99%)
MISSING:
4
(<1%)
DISTINCT:
8,535
(>99%)
ZEROES:
---
MAX
18,924
95%
17,049
Q3
15,562
MEDIAN
13,300
AVG
13,253
Q1
11,232
5%
8,854
MIN
5,101
RANGE
13,823
IQR
4,330
STD
2,631
VAR
6.9M
KURT.
-0.817
SKEW
-0.220
SUM
113.8M
80
generation_pi_actual_lag_168
VALUES:
8,588
(>99%)
MISSING:
4
(<1%)
DISTINCT:
5,889
(69%)
ZEROES:
---
MAX
1,136
95%
323
Q3
65
MEDIAN
-4
AVG
-7
Q1
-11
5%
-415
MIN
-1,478
RANGE
2,614
IQR
75.9
STD
234
VAR
54,967
KURT.
6.94
SKEW
-1.20
SUM
-57,021
81
generation_irz_actual_lag_168
VALUES:
8,588
(>99%)
MISSING:
4
(<1%)
DISTINCT:
2,644
(31%)
ZEROES:
2,923
(34%)
MAX
673
95%
285
Q3
160
AVG
100
MEDIAN
99
Q1
0
5%
0
MIN
0
RANGE
673
IQR
160
STD
99.2
VAR
9,835
KURT.
1.43
SKEW
1.06
SUM
859k
82
generation_njwcd_actual_lag_168
VALUES:
8,588
(>99%)
MISSING:
4
(<1%)
DISTINCT:
8,514
(>99%)
ZEROES:
---
MAX
11,013
95%
9,149
Q3
6,926
AVG
5,728
MEDIAN
5,615
Q1
4,105
5%
3,354
MIN
2,727
RANGE
8,287
IQR
2,821
STD
1,825
VAR
3.3M
KURT.
-0.478
SKEW
0.532
SUM
49.2M
83
crossborder_sync_balance_actual_lag_168
VALUES:
8,588
(>99%)
MISSING:
4
(<1%)
DISTINCT:
8,210
(96%)
ZEROES:
---
MAX
1,050
95%
655
Q3
465
MEDIAN
135
AVG
73
Q1
-166
5%
-893
MIN
-1,823
RANGE
2,873
IQR
631
STD
479
VAR
229k
KURT.
0.835
SKEW
-1.02
SUM
628k
84
crossborder_async_balance_actual_lag_168
VALUES:
8,588
(>99%)
MISSING:
4
(<1%)
DISTINCT:
8,280
(96%)
ZEROES:
---
MAX
1,360
95%
1,303
Q3
1,100
MEDIAN
714
AVG
597
Q1
188
5%
-483
MIN
-938
RANGE
2,298
IQR
912
STD
583
VAR
340k
KURT.
-0.754
SKEW
-0.577
SUM
5.1M
85
CEPS_EXP_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
5,404
(63%)
ZEROES:
129
(2%)
MAX
0
95%
-34
Q3
-201
MEDIAN
-364
AVG
-409
Q1
-572
5%
-927
MIN
-1,750
RANGE
1,750
IQR
371
STD
281
VAR
78,730
KURT.
1.28
SKEW
-0.987
SUM
-3.5M
86
CEPS_IMP_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
1,568
(18%)
ZEROES:
3,013
(35%)
MAX
787
95%
190
Q3
44
AVG
39
MEDIAN
7
Q1
0
5%
0
MIN
0
RANGE
787
IQR
43.6
STD
78.5
VAR
6,166
KURT.
18.7
SKEW
3.84
SUM
334k
87
SEPS_EXP_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
5,068
(59%)
ZEROES:
264
(3%)
MAX
0
95%
-16
Q3
-204
MEDIAN
-343
AVG
-364
Q1
-514
5%
-756
MIN
-1,054
RANGE
1,054
IQR
311
STD
216
VAR
46,769
KURT.
-0.413
SKEW
-0.370
SUM
-3.1M
88
SEPS_IMP_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
354
(4%)
ZEROES:
7,991
(93%)
MAX
374
95%
2
Q3
0
AVG
3
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
374
IQR
0.00
STD
21.9
VAR
479
KURT.
90.8
SKEW
8.91
SUM
27,995
89
50HzT_EXP_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
168
(2%)
ZEROES:
8,380
(98%)
MAX
0
95%
0
Q3
0
MEDIAN
0
AVG
-2
Q1
0
5%
0
MIN
-620
RANGE
620
IQR
0.00
STD
26.3
VAR
692
KURT.
251
SKEW
-14.8
SUM
-19,887
90
50HzT_IMP_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
5,120
(60%)
ZEROES:
397
(5%)
MAX
2,139
95%
1,287
Q3
1,032
MEDIAN
842
AVG
810
Q1
632
5%
16
MIN
0
RANGE
2,139
IQR
399
STD
335
VAR
112k
KURT.
0.591
SKEW
-0.434
SUM
7.0M
91
SVK_EXP_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
1,479
(17%)
ZEROES:
6,899
(80%)
MAX
0
95%
0
Q3
0
MEDIAN
0
AVG
-41
Q1
0
5%
-299
MIN
-598
RANGE
598
IQR
0.00
STD
99.2
VAR
9,835
KURT.
4.74
SKEW
-2.41
SUM
-349k
92
SVK_IMP_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
1,871
(22%)
ZEROES:
2,050
(24%)
MAX
601
95%
598
Q3
598
MEDIAN
497
AVG
357
Q1
2
5%
0
MIN
0
RANGE
601
IQR
595
STD
261
VAR
68,337
KURT.
-1.64
SKEW
-0.400
SUM
3.1M
93
UA_EXP_lag_168
VALUES:
0
(0%)
MISSING:
8,592
(100%)
DISTINCT:
0
(0%)
94
UA_IMP_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
5,129
(60%)
ZEROES:
904
(11%)
MAX
219
95%
214
Q3
211
MEDIAN
191
AVG
161
Q1
141
5%
0
MIN
0
RANGE
219
IQR
69.2
STD
64.6
VAR
4,178
KURT.
1.31
SKEW
-1.50
SUM
1.4M
95
LIT_EXP_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
1,622
(19%)
ZEROES:
5,095
(59%)
MAX
0
95%
0
Q3
0
MEDIAN
0
AVG
-78
Q1
-94
5%
-460
MIN
-496
RANGE
496
IQR
94.3
STD
144
VAR
20,786
KURT.
1.60
SKEW
-1.71
SUM
-672k
96
LIT_IMP_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
3,530
(41%)
ZEROES:
2,874
(33%)
MAX
492
95%
487
Q3
455
AVG
187
MEDIAN
65
Q1
0
5%
0
MIN
0
RANGE
492
IQR
455
STD
208
VAR
43,439
KURT.
-1.56
SKEW
0.463
SUM
1.6M
97
generation_wind_actual_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
8,571
(>99%)
ZEROES:
---
MAX
5,196
95%
3,877
Q3
1,954
AVG
1,387
MEDIAN
1,060
Q1
500
5%
160
MIN
18
RANGE
5,178
IQR
1,453
STD
1,145
VAR
1.3M
KURT.
0.795
SKEW
1.18
SUM
11.9M
98
generation_solar_actual_lag_168
VALUES:
0
(0%)
MISSING:
8,592
(100%)
DISTINCT:
0
(0%)
99
Biomass 200 generation_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
2,463
(29%)
ZEROES:
1,374
(16%)
MAX
208
95%
202
Q3
196
MEDIAN
192
AVG
157
Q1
165
5%
0
MIN
0
RANGE
208
IQR
31.0
STD
70.9
VAR
5,024
KURT.
0.952
SKEW
-1.65
SUM
1.4M
100
Gas 200 generation_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
7,213
(84%)
ZEROES:
455
(5%)
MAX
518
95%
479
Q3
424
MEDIAN
303
AVG
282
Q1
164
5%
0
MIN
0
RANGE
518
IQR
259
STD
148
VAR
21,855
KURT.
-1.43
SKEW
-0.163
SUM
2.4M
101
Gas 500 generation_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
6,586
(77%)
ZEROES:
519
(6%)
MAX
1,064
95%
943
Q3
790
AVG
575
MEDIAN
558
Q1
424
5%
0
MIN
0
RANGE
1,064
IQR
366
STD
252
VAR
63,425
KURT.
-0.222
SKEW
-0.382
SUM
4.9M
102
HPS 100 generation_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
2,162
(25%)
ZEROES:
5,397
(63%)
MAX
374
95%
111
Q3
20
AVG
19
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
374
IQR
20.1
STD
40.0
VAR
1,602
KURT.
6.87
SKEW
2.52
SUM
165k
103
HPS 200 generation_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
2,066
(24%)
ZEROES:
6,153
(72%)
MAX
909
95%
276
Q3
4
AVG
43
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
909
IQR
4.43
STD
107
VAR
11,404
KURT.
13.0
SKEW
3.35
SUM
370k
104
Hard coal 100 generation_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
6,585
(77%)
ZEROES:
607
(7%)
MAX
250
95%
162
Q3
125
MEDIAN
91
AVG
88
Q1
52
5%
0
MIN
0
RANGE
250
IQR
72.8
STD
46.0
VAR
2,120
KURT.
-0.655
SKEW
0.003
SUM
752k
105
Hard coal 1000 generation_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
6,113
(71%)
ZEROES:
1,438
(17%)
MAX
1,025
95%
978
Q3
928
MEDIAN
698
AVG
609
Q1
439
5%
0
MIN
0
RANGE
1,025
IQR
488
STD
341
VAR
116k
KURT.
-0.874
SKEW
-0.662
SUM
5.2M
106
Hard coal 200 generation_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
8,590
(>99%)
ZEROES:
1
(<1%)
MAX
9,448
95%
7,524
Q3
6,299
AVG
5,395
MEDIAN
5,348
Q1
4,404
5%
3,474
MIN
0
RANGE
9,448
IQR
1,894
STD
1,251
VAR
1.6M
KURT.
-0.562
SKEW
0.214
SUM
46.4M
107
Hard coal 300 generation_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
8,214
(96%)
ZEROES:
1
(<1%)
MAX
1,449
95%
1,393
Q3
1,215
MEDIAN
929
AVG
917
Q1
673
5%
375
MIN
0
RANGE
1,449
IQR
542
STD
327
VAR
107k
KURT.
-1.10
SKEW
-0.061
SUM
7.9M
108
Hard coal 500 generation_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
2,514
(29%)
ZEROES:
1,648
(19%)
MAX
988
95%
957
Q3
655
AVG
441
MEDIAN
421
Q1
245
5%
0
MIN
0
RANGE
988
IQR
410
STD
298
VAR
88,648
KURT.
-0.801
SKEW
0.117
SUM
3.8M
109
Lignite 1000 generation_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
4,790
(56%)
ZEROES:
629
(7%)
MAX
806
95%
801
Q3
796
MEDIAN
772
AVG
689
Q1
741
5%
0
MIN
0
RANGE
806
IQR
54.9
STD
217
VAR
47,054
KURT.
4.77
SKEW
-2.44
SUM
5.9M
110
Lignite 200 generation_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
8,330
(97%)
ZEROES:
1
(<1%)
MAX
1,944
95%
1,605
Q3
1,366
MEDIAN
1,170
AVG
1,145
Q1
920
5%
654
MIN
0
RANGE
1,944
IQR
447
STD
293
VAR
85,926
KURT.
-0.741
SKEW
-0.139
SUM
9.8M
111
Lignite 300 generation_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
8,441
(98%)
ZEROES:
1
(<1%)
MAX
4,187
95%
3,903
Q3
3,538
MEDIAN
3,177
AVG
3,102
Q1
2,736
5%
1,963
MIN
0
RANGE
4,187
IQR
801
STD
598
VAR
358k
KURT.
-0.193
SKEW
-0.622
SUM
26.7M
112
Lignite 500 generation_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
2,323
(27%)
ZEROES:
689
(8%)
MAX
448
95%
422
Q3
372
AVG
263
MEDIAN
236
Q1
202
5%
0
MIN
0
RANGE
448
IQR
171
STD
116
VAR
13,458
KURT.
-0.087
SKEW
-0.464
SUM
2.3M
113
Gas 500 available_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
416
(5%)
ZEROES:
---
MAX
1,512
95%
1,442
Q3
1,345
AVG
1,075
MEDIAN
1,029
Q1
892
5%
447
MIN
447
RANGE
1,065
IQR
453
STD
262
VAR
68,786
KURT.
0.009
SKEW
-0.432
SUM
9.2M
114
Hard coal 100 available_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
64
(<1%)
ZEROES:
---
MAX
200
95%
200
Q3
200
MEDIAN
200
AVG
184
Q1
194
5%
100
MIN
100
RANGE
100
IQR
6.00
STD
31.5
VAR
995
KURT.
2.20
SKEW
-1.91
SUM
1.6M
115
Hard coal 1000 available_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
184
(2%)
ZEROES:
---
MAX
3,795
95%
3,795
Q3
3,795
MEDIAN
2,842
AVG
2,721
Q1
1,985
5%
1,085
MIN
10
RANGE
3,785
IQR
1,810
STD
987
VAR
974k
KURT.
-0.922
SKEW
-0.493
SUM
23.4M
116
Hard coal 200 available_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
3,268
(38%)
ZEROES:
---
MAX
12,336
95%
12,017
Q3
11,578
MEDIAN
11,279
AVG
11,211
Q1
10,881
5%
10,152
MIN
9,607
RANGE
2,729
IQR
697
STD
537
VAR
289k
KURT.
-0.068
SKEW
-0.506
SUM
96.3M
117
Hard coal 500 available_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
203
(2%)
ZEROES:
---
MAX
1,562
95%
1,032
Q3
1,032
MEDIAN
942
AVG
761
Q1
572
5%
12
MIN
12
RANGE
1,550
IQR
460
STD
299
VAR
89,238
KURT.
-0.243
SKEW
-0.827
SUM
6.5M
118
Lignite 200 available_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
702
(8%)
ZEROES:
---
MAX
2,327
95%
2,327
Q3
2,087
MEDIAN
1,870
AVG
1,868
Q1
1,691
5%
1,409
MIN
1,009
RANGE
1,318
IQR
396
STD
254
VAR
64,391
KURT.
-0.243
SKEW
-0.143
SUM
16.1M
119
Lignite 300 available_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
509
(6%)
ZEROES:
---
MAX
4,614
95%
4,614
Q3
4,244
AVG
3,929
MEDIAN
3,854
Q1
3,675
5%
3,094
MIN
2,304
RANGE
2,310
IQR
569
STD
461
VAR
213k
KURT.
-0.306
SKEW
-0.348
SUM
33.8M
120
Hard coal 300 available_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
347
(4%)
ZEROES:
---
MAX
1,532
95%
1,532
Q3
1,532
MEDIAN
1,499
AVG
1,353
Q1
1,149
5%
963
MIN
540
RANGE
992
IQR
383
STD
205
VAR
41,907
KURT.
-0.568
SKEW
-0.684
SUM
11.6M
121
Lignite 500 available_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
66
(<1%)
ZEROES:
---
MAX
954
95%
954
Q3
954
MEDIAN
954
AVG
945
Q1
954
5%
928
MIN
480
RANGE
474
IQR
0.00
STD
51.4
VAR
2,645
KURT.
50.4
SKEW
-6.79
SUM
8.1M
122
Lignite 1000 available_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
36
(<1%)
ZEROES:
608
(7%)
MAX
858
95%
858
Q3
858
MEDIAN
858
AVG
789
Q1
858
5%
0
MIN
0
RANGE
858
IQR
0.00
STD
225
VAR
50,700
KURT.
7.81
SKEW
-3.09
SUM
6.8M
123
Biomass 200 available_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
124
Gas 200 available_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
125
HPS 100 available_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
126
HPS 200 available_lag_168
VALUES:
8,592
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
Associations
[Only including dataset "DataFrame"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
price
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
price_lag_24
0.67
price_lag_168
0.64
generation_jwcd_actual_lag_168
0.53
generation_jwcd_forecast_lag_168
0.51
generation_jwcd_actual_lag_24
0.51
generation_jwcd_forecast_lag_24
0.47
Hard coal 300 generation_lag_168
0.46
Hard coal 300 generation_lag_24
0.44
Lignite 200 generation_lag_168
0.44
Hard coal 200 generation_lag_24
0.42
Lignite 200 generation_lag_24
0.42
Hard coal 200 generation_lag_168
0.41
load_actual_lag_168
0.41
load_forecast_lag_168
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.27
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
300.0
68
0.8%
230.0
67
0.8%
250.0
63
0.7%
210.0
61
0.7%
220.0
54
0.6%
260.0
53
0.6%
200.0
50
0.6%
280.0
49
0.6%
180.0
47
0.5%
240.0
41
0.5%
225.0
39
0.5%
290.0
38
0.4%
195.0
38
0.4%
270.0
38
0.4%
235.0
37
0.4%
SMALLEST VALUES
70.5
3
<0.1%
70.9
1
<0.1%
71.0
3
<0.1%
71.99
1
<0.1%
72.0
5
<0.1%
73.0
1
<0.1%
77.0
1
<0.1%
78.75
1
<0.1%
78.99
1
<0.1%
80.0
7
<0.1%
84.85
1
<0.1%
84.99
1
<0.1%
85.22
1
<0.1%
85.75
1
<0.1%
86.05
1
<0.1%
LARGEST VALUES
755.0
1
<0.1%
745.3
2
<0.1%
741.48
1
<0.1%
718.0
2
<0.1%
700.0
4
<0.1%
664.0
1
<0.1%
651.0
1
<0.1%
605.0
1
<0.1%
604.27
1
<0.1%
601.0
2
<0.1%
600.0
3
<0.1%
599.0
3
<0.1%
598.08
1
<0.1%
590.0
1
<0.1%
589.99
1
<0.1%
forecast_PLN
MISSING:
8,592
(100%)
weekday
MISSING:
---
TOP CATEGORIES
1
1,248
15%
6
1,224
14%
5
1,224
14%
4
1,224
14%
3
1,224
14%
2
1,224
14%
0
1,224
14%
ALL
8,592
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
weekday
PROVIDES INFORMATION ON...
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00

THESE FEATURES
GIVE INFORMATION
ON weekday:
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
CORRELATION RATIO WITH...
Hard coal 200 generation_lag_168
0.56
Hard coal 200 generation_lag_24
0.56
generation_jwcd_actual_lag_168
0.47
generation_jwcd_actual_lag_24
0.47
load_forecast_lag_168
0.45
reserve1_forecast_lag_168
0.45
load_actual_lag_168
0.45
load_forecast_lag_24
0.45
reserve1_forecast_lag_24
0.45
load_actual_lag_24
0.44
capacity_jwcd_forecast_lag_168
0.43
capacity_jwcd_forecast_lag_24
0.43
generation_jwcd_forecast_lag_168
0.42
generation_jwcd_forecast_lag_24
0.41
month
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
co2_price_pln_actual_lag_168
0.92
co2_price_pln_actual_lag_24
0.92
co2_price_eur_actual_lag_168
0.92
co2_price_eur_actual_lag_24
0.92
Hard coal 1000 available_lag_24
-0.85
Hard coal 1000 available_lag_168
-0.83
Hard coal 500 available_lag_24
-0.48
Hard coal 500 available_lag_168
-0.42
price_lag_168
0.40
price_lag_24
0.36
price
0.36
Biomass 200 generation_lag_168
0.35
Biomass 200 generation_lag_24
0.31
Hard coal 200 available_lag_24
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.03
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
7
744
8.7%
5
744
8.7%
12
744
8.7%
3
744
8.7%
10
744
8.7%
8
744
8.7%
6
720
8.4%
4
720
8.4%
11
720
8.4%
9
720
8.4%
2
672
7.8%
1
576
6.7%
SMALLEST VALUES
1
576
6.7%
2
672
7.8%
3
744
8.7%
4
720
8.4%
5
744
8.7%
6
720
8.4%
7
744
8.7%
8
744
8.7%
9
720
8.4%
10
744
8.7%
11
720
8.4%
12
744
8.7%
LARGEST VALUES
12
744
8.7%
11
720
8.4%
10
744
8.7%
9
720
8.4%
8
744
8.7%
7
744
8.7%
6
720
8.4%
5
744
8.7%
4
720
8.4%
3
744
8.7%
2
672
7.8%
1
576
6.7%
price_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_24
0.68
price
0.67
generation_jwcd_forecast_lag_24
0.66
Hard coal 200 generation_lag_24
0.63
Hard coal 300 generation_lag_24
0.58
price_lag_168
0.56
Lignite 200 generation_lag_24
0.54
load_actual_lag_24
0.49
load_forecast_lag_24
0.48
reserve1_forecast_lag_24
0.48
Lignite 500 generation_lag_24
0.41
generation_jwcd_actual_lag_168
0.39
generation_jwcd_forecast_lag_168
0.39
co2_price_pln_actual_lag_24
0.39

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.28
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
300.0
68
0.8%
230.0
66
0.8%
250.0
63
0.7%
210.0
61
0.7%
220.0
53
0.6%
260.0
53
0.6%
200.0
50
0.6%
280.0
49
0.6%
180.0
47
0.5%
240.0
41
0.5%
225.0
39
0.5%
290.0
38
0.4%
270.0
38
0.4%
195.0
38
0.4%
235.0
37
0.4%
SMALLEST VALUES
70.5
3
<0.1%
70.9
1
<0.1%
71.0
3
<0.1%
71.99
1
<0.1%
72.0
5
<0.1%
73.0
1
<0.1%
77.0
1
<0.1%
78.75
1
<0.1%
78.99
1
<0.1%
80.0
7
<0.1%
84.85
1
<0.1%
84.99
1
<0.1%
85.22
1
<0.1%
85.75
1
<0.1%
86.05
1
<0.1%
LARGEST VALUES
755.0
1
<0.1%
745.3
2
<0.1%
741.48
1
<0.1%
718.0
2
<0.1%
700.0
4
<0.1%
664.0
1
<0.1%
651.0
1
<0.1%
605.0
1
<0.1%
604.27
1
<0.1%
601.0
2
<0.1%
600.0
3
<0.1%
599.0
3
<0.1%
598.08
1
<0.1%
590.0
1
<0.1%
589.99
1
<0.1%
co2_price_pln_actual_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
co2_price_eur_actual_lag_24
1.00
co2_price_pln_actual_lag_168
0.97
co2_price_eur_actual_lag_168
0.97
month
0.92
Hard coal 1000 available_lag_24
-0.79
Hard coal 1000 available_lag_168
-0.77
price_lag_168
0.43
price_lag_24
0.39
price
0.37
Biomass 200 generation_lag_168
0.36
Hard coal 500 generation_lag_168
0.34
capacity_njwcd_forecast_lag_168
-0.33
Hard coal 500 available_lag_24
-0.32
generation_njwcd_forecast_lag_168
-0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.02
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
107.06
48
0.6%
73.9
48
0.6%
68.17
48
0.6%
38.41
48
0.6%
42.15
48
0.6%
70.76
48
0.6%
85.73
48
0.6%
55.47
48
0.6%
87.61
48
0.6%
65.52
48
0.6%
74.06
48
0.6%
69.92
48
0.6%
47.09
48
0.6%
90.51
48
0.6%
86.18
24
0.3%
SMALLEST VALUES
31.83
24
0.3%
32.28
24
0.3%
32.45
24
0.3%
32.47
24
0.3%
32.58
24
0.3%
32.67
24
0.3%
32.71
24
0.3%
32.73
24
0.3%
32.91
24
0.3%
33.6
24
0.3%
34.1
24
0.3%
35.34
24
0.3%
35.35
24
0.3%
35.75
24
0.3%
36.46
24
0.3%
LARGEST VALUES
108.74
24
0.3%
107.06
48
0.6%
106.79
24
0.3%
106.73
24
0.3%
106.7
24
0.3%
106.58
24
0.3%
106.35
24
0.3%
105.86
24
0.3%
105.3
24
0.3%
105.22
24
0.3%
104.99
24
0.3%
104.32
24
0.3%
104.13
24
0.3%
104.03
24
0.3%
103.68
24
0.3%
co2_price_eur_actual_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
co2_price_pln_actual_lag_24
1.00
co2_price_pln_actual_lag_168
0.97
co2_price_eur_actual_lag_168
0.97
month
0.92
Hard coal 1000 available_lag_24
-0.78
Hard coal 1000 available_lag_168
-0.77
price_lag_168
0.43
price_lag_24
0.38
price
0.37
Biomass 200 generation_lag_168
0.36
Hard coal 500 generation_lag_168
0.34
Hard coal 500 available_lag_24
-0.32
capacity_njwcd_forecast_lag_168
-0.32
Hard coal 300 available_lag_24
-0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.02
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
9.26
72
0.8%
19.28
72
0.8%
12.98
72
0.8%
16.05
72
0.8%
13.58
48
0.6%
16.36
48
0.6%
18.06
48
0.6%
13.98
48
0.6%
12.97
48
0.6%
15.69
48
0.6%
13.27
48
0.6%
12.64
48
0.6%
11.18
48
0.6%
22.14
48
0.6%
10.04
48
0.6%
SMALLEST VALUES
7.64
24
0.3%
7.77
48
0.6%
7.78
24
0.3%
7.8
24
0.3%
7.84
24
0.3%
7.85
48
0.6%
7.88
24
0.3%
8.03
24
0.3%
8.17
24
0.3%
8.46
24
0.3%
8.48
24
0.3%
8.56
24
0.3%
8.74
24
0.3%
8.76
24
0.3%
8.79
24
0.3%
LARGEST VALUES
25.21
24
0.3%
25.0
48
0.6%
24.87
24
0.3%
24.85
24
0.3%
24.84
24
0.3%
24.83
24
0.3%
24.8
24
0.3%
24.72
24
0.3%
24.55
24
0.3%
24.53
24
0.3%
24.5
24
0.3%
24.35
24
0.3%
24.27
24
0.3%
24.19
24
0.3%
24.15
24
0.3%
load_forecast_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
reserve1_forecast_lag_24
1.00
load_actual_lag_24
0.99
generation_jwcd_forecast_lag_24
0.85
Hard coal 200 generation_lag_24
0.80
generation_jwcd_actual_lag_24
0.80
load_actual_lag_168
0.72
reserve1_forecast_lag_168
0.71
load_forecast_lag_168
0.71
Lignite 200 generation_lag_24
0.66
Lignite 300 generation_lag_24
0.62
Hard coal 300 generation_lag_24
0.60
generation_jwcd_forecast_lag_168
0.60
crossborder_async_balance_actual_lag_24
0.58
SVK_IMP_lag_24
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.45
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
21000.0
39
0.5%
15825.0
38
0.4%
22500.0
38
0.4%
21075.0
37
0.4%
22100.0
36
0.4%
15800.0
36
0.4%
21200.0
36
0.4%
15900.0
34
0.4%
21850.0
33
0.4%
16200.0
33
0.4%
22000.0
33
0.4%
22075.0
32
0.4%
21600.0
32
0.4%
21400.0
32
0.4%
21375.0
32
0.4%
SMALLEST VALUES
12225.0
1
<0.1%
12325.0
1
<0.1%
12425.0
1
<0.1%
12438.0
1
<0.1%
12450.0
1
<0.1%
12500.0
1
<0.1%
12525.0
1
<0.1%
12550.0
1
<0.1%
12600.0
1
<0.1%
12625.0
3
<0.1%
12650.0
1
<0.1%
12675.0
2
<0.1%
12700.0
3
<0.1%
12725.0
1
<0.1%
12738.0
1
<0.1%
LARGEST VALUES
26300.0
1
<0.1%
26275.0
1
<0.1%
26225.0
2
<0.1%
26200.0
1
<0.1%
26175.0
2
<0.1%
26150.0
3
<0.1%
26125.0
2
<0.1%
26050.0
2
<0.1%
26038.0
1
<0.1%
26025.0
1
<0.1%
26013.0
1
<0.1%
26000.0
2
<0.1%
25975.0
1
<0.1%
25950.0
3
<0.1%
25925.0
1
<0.1%
capacity_jwcd_forecast_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
capacity_jwcd_forecast_lag_168
0.53
Hard coal 200 available_lag_24
0.48
Lignite 300 available_lag_24
0.46
generation_jwcd_actual_lag_24
0.41
Hard coal 200 generation_lag_24
0.39
load_actual_lag_24
0.35
SEPS_EXP_lag_24
-0.35
reserve1_forecast_lag_24
0.34
load_forecast_lag_24
0.34
Gas 500 available_lag_24
0.33
generation_jwcd_forecast_lag_24
0.32
Gas 500 generation_lag_24
0.32
Hard coal 300 available_lag_24
0.32
Lignite 200 generation_lag_24
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.43
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
21569.0
64
0.7%
21858.0
60
0.7%
20627.0
58
0.7%
23113.0
54
0.6%
20812.0
53
0.6%
21054.0
49
0.6%
20817.0
48
0.6%
22237.0
47
0.5%
21250.0
45
0.5%
21146.0
45
0.5%
22197.0
42
0.5%
22225.0
39
0.5%
22589.0
39
0.5%
20955.0
38
0.4%
20647.0
36
0.4%
SMALLEST VALUES
17649.0
14
0.2%
18019.0
4
<0.1%
18176.0
12
0.1%
18240.0
2
<0.1%
18308.0
4
<0.1%
18398.0
2
<0.1%
18428.0
1
<0.1%
18443.0
3
<0.1%
18478.0
2
<0.1%
18488.0
7
<0.1%
18508.0
7
<0.1%
18566.0
2
<0.1%
18649.0
6
<0.1%
18678.0
2
<0.1%
18822.0
12
0.1%
LARGEST VALUES
23590.0
5
<0.1%
23348.0
1
<0.1%
23284.0
7
<0.1%
23262.0
3
<0.1%
23252.0
2
<0.1%
23237.0
17
0.2%
23221.0
1
<0.1%
23220.0
27
0.3%
23219.0
4
<0.1%
23218.0
7
<0.1%
23212.0
23
0.3%
23194.0
12
0.1%
23188.0
1
<0.1%
23184.0
1
<0.1%
23182.0
8
<0.1%
capacity_njwcd_forecast_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_njwcd_forecast_lag_24
0.99
generation_njwcd_actual_lag_24
0.97
generation_wind_forecast_lag_24
0.77
generation_wind_actual_lag_24
0.74
Gas 200 generation_lag_168
0.74
Gas 200 generation_lag_24
0.73
generation_njwcd_forecast_lag_168
0.67
generation_njwcd_actual_lag_168
0.66
capacity_njwcd_forecast_lag_168
0.66
Hard coal 100 generation_lag_168
0.57
Hard coal 500 generation_lag_24
-0.53
Gas 500 generation_lag_24
-0.52
Hard coal 100 generation_lag_24
0.52
Hard coal 500 generation_lag_168
-0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.06
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
7445.0
8
<0.1%
7298.0
8
<0.1%
5448.0
7
<0.1%
7400.0
7
<0.1%
4171.0
7
<0.1%
4413.0
7
<0.1%
7047.0
7
<0.1%
4223.0
7
<0.1%
5411.0
7
<0.1%
4188.0
6
<0.1%
6725.0
6
<0.1%
4175.0
6
<0.1%
6987.0
6
<0.1%
5369.0
6
<0.1%
6828.0
6
<0.1%
SMALLEST VALUES
3695.0
1
<0.1%
3702.0
1
<0.1%
3709.0
1
<0.1%
3710.0
1
<0.1%
3711.0
1
<0.1%
3712.0
1
<0.1%
3713.0
1
<0.1%
3715.0
1
<0.1%
3717.0
1
<0.1%
3718.0
1
<0.1%
3722.0
1
<0.1%
3725.0
1
<0.1%
3728.0
1
<0.1%
3742.0
1
<0.1%
3752.0
1
<0.1%
LARGEST VALUES
11983.0
1
<0.1%
11968.0
1
<0.1%
11959.0
1
<0.1%
11955.0
1
<0.1%
11952.0
1
<0.1%
11923.0
1
<0.1%
11884.0
1
<0.1%
11843.0
1
<0.1%
11835.0
1
<0.1%
11806.0
1
<0.1%
11743.0
1
<0.1%
11731.0
1
<0.1%
11712.0
1
<0.1%
11707.0
1
<0.1%
11687.0
1
<0.1%
generation_jwcd_forecast_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_24
0.95
load_forecast_lag_24
0.85
load_actual_lag_24
0.85
reserve1_forecast_lag_24
0.85
Hard coal 200 generation_lag_24
0.82
Hard coal 300 generation_lag_24
0.78
Lignite 200 generation_lag_24
0.74
Lignite 300 generation_lag_24
0.70
price_lag_24
0.66
crossborder_async_balance_actual_lag_24
0.64
generation_jwcd_forecast_lag_168
0.63
SVK_IMP_lag_24
0.59
generation_jwcd_actual_lag_168
0.56
load_actual_lag_168
0.55

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.41
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
11396.0
7
<0.1%
10955.0
6
<0.1%
17879.0
6
<0.1%
16524.0
6
<0.1%
16522.0
6
<0.1%
15874.0
5
<0.1%
11456.0
5
<0.1%
12345.0
5
<0.1%
18594.0
5
<0.1%
12145.0
5
<0.1%
16024.0
5
<0.1%
16572.0
5
<0.1%
18880.0
5
<0.1%
17326.0
4
<0.1%
18098.0
4
<0.1%
SMALLEST VALUES
2912.0
1
<0.1%
2949.0
1
<0.1%
2962.0
1
<0.1%
3130.0
1
<0.1%
3135.0
1
<0.1%
3480.0
1
<0.1%
3521.0
1
<0.1%
3552.0
1
<0.1%
3674.0
1
<0.1%
3739.0
1
<0.1%
4023.0
1
<0.1%
4110.0
1
<0.1%
4164.0
1
<0.1%
4284.0
1
<0.1%
4571.0
1
<0.1%
LARGEST VALUES
20258.0
1
<0.1%
20090.0
1
<0.1%
20075.0
1
<0.1%
20071.0
1
<0.1%
20049.0
1
<0.1%
20023.0
1
<0.1%
20000.0
1
<0.1%
19981.0
1
<0.1%
19939.0
1
<0.1%
19936.0
1
<0.1%
19922.0
1
<0.1%
19861.0
1
<0.1%
19847.0
1
<0.1%
19841.0
1
<0.1%
19835.0
1
<0.1%
generation_njwcd_forecast_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
capacity_njwcd_forecast_lag_24
0.99
generation_njwcd_actual_lag_24
0.98
generation_wind_forecast_lag_24
0.76
Gas 200 generation_lag_24
0.75
Gas 200 generation_lag_168
0.75
generation_wind_actual_lag_24
0.72
generation_njwcd_forecast_lag_168
0.67
generation_njwcd_actual_lag_168
0.67
capacity_njwcd_forecast_lag_168
0.66
Hard coal 100 generation_lag_168
0.58
Hard coal 100 generation_lag_24
0.53
Hard coal 500 generation_lag_24
-0.52
Lignite 200 available_lag_168
0.52
Gas 500 generation_lag_24
-0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.07
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
3401.0
10
0.1%
5959.0
9
0.1%
3428.0
9
0.1%
3529.0
8
<0.1%
3611.0
8
<0.1%
6648.0
8
<0.1%
3504.0
8
<0.1%
5798.0
7
<0.1%
3555.0
7
<0.1%
3577.0
7
<0.1%
4244.0
7
<0.1%
3493.0
7
<0.1%
3588.0
7
<0.1%
3400.0
7
<0.1%
3532.0
7
<0.1%
SMALLEST VALUES
2691.0
1
<0.1%
2695.0
2
<0.1%
2703.0
1
<0.1%
2714.0
1
<0.1%
2724.0
1
<0.1%
2742.0
1
<0.1%
2753.0
1
<0.1%
2767.0
1
<0.1%
2775.0
1
<0.1%
2782.0
1
<0.1%
2786.0
1
<0.1%
2794.0
1
<0.1%
2808.0
1
<0.1%
2811.0
1
<0.1%
2823.0
1
<0.1%
LARGEST VALUES
10977.0
1
<0.1%
10952.0
1
<0.1%
10949.0
1
<0.1%
10943.0
1
<0.1%
10941.0
1
<0.1%
10917.0
1
<0.1%
10858.0
1
<0.1%
10840.0
1
<0.1%
10786.0
1
<0.1%
10777.0
1
<0.1%
10759.0
1
<0.1%
10746.0
1
<0.1%
10740.0
1
<0.1%
10711.0
1
<0.1%
10692.0
1
<0.1%
generation_wind_forecast_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_wind_actual_lag_24
0.96
capacity_njwcd_forecast_lag_24
0.77
generation_njwcd_forecast_lag_24
0.76
generation_njwcd_actual_lag_24
0.73
generation_jwcd_actual_lag_24
-0.38
Hard coal 300 generation_lag_24
-0.38
generation_jwcd_forecast_lag_24
-0.37
Gas 500 generation_lag_24
-0.34
price_lag_24
-0.32
Lignite 200 generation_lag_24
-0.29
Hard coal 200 generation_lag_24
-0.28
Gas 500 available_lag_24
-0.28
Lignite 300 generation_lag_24
-0.26
Gas 200 generation_lag_24
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.08
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
282.0
15
0.2%
380.0
13
0.2%
257.0
13
0.2%
459.0
13
0.2%
389.0
12
0.1%
430.0
12
0.1%
373.0
12
0.1%
481.0
12
0.1%
271.0
12
0.1%
366.0
12
0.1%
423.0
12
0.1%
297.0
11
0.1%
298.0
11
0.1%
226.0
11
0.1%
695.0
11
0.1%
SMALLEST VALUES
37.0
2
<0.1%
41.0
1
<0.1%
44.0
4
<0.1%
45.0
1
<0.1%
47.0
2
<0.1%
49.0
2
<0.1%
51.0
1
<0.1%
52.0
2
<0.1%
54.0
4
<0.1%
55.0
3
<0.1%
56.0
1
<0.1%
57.0
1
<0.1%
58.0
2
<0.1%
59.0
3
<0.1%
60.0
3
<0.1%
LARGEST VALUES
5324.0
1
<0.1%
5322.0
1
<0.1%
5310.0
1
<0.1%
5291.0
1
<0.1%
5290.0
1
<0.1%
5274.0
1
<0.1%
5256.0
1
<0.1%
5249.0
1
<0.1%
5244.0
1
<0.1%
5242.0
1
<0.1%
5237.0
1
<0.1%
5229.0
1
<0.1%
5227.0
1
<0.1%
5225.0
1
<0.1%
5214.0
1
<0.1%
generation_solar_forecast_lag_24
MISSING:
8,592
(100%)
reserve1_forecast_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
load_forecast_lag_24
1.00
load_actual_lag_24
0.99
generation_jwcd_forecast_lag_24
0.85
Hard coal 200 generation_lag_24
0.80
generation_jwcd_actual_lag_24
0.79
load_actual_lag_168
0.72
reserve1_forecast_lag_168
0.71
load_forecast_lag_168
0.71
Lignite 200 generation_lag_24
0.65
Lignite 300 generation_lag_24
0.62
Hard coal 300 generation_lag_24
0.60
generation_jwcd_forecast_lag_168
0.59
crossborder_async_balance_actual_lag_24
0.58
SVK_IMP_lag_24
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.45
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
1967.0
26
0.3%
1962.0
26
0.3%
1969.0
24
0.3%
1951.0
24
0.3%
1424.0
23
0.3%
1892.0
23
0.3%
1911.0
23
0.3%
1895.0
22
0.3%
1998.0
22
0.3%
1985.0
22
0.3%
1422.0
21
0.2%
1460.0
21
0.2%
1978.0
21
0.2%
1983.0
21
0.2%
1474.0
20
0.2%
SMALLEST VALUES
1096.0
1
<0.1%
1106.0
1
<0.1%
1114.0
1
<0.1%
1115.0
1
<0.1%
1118.0
1
<0.1%
1122.0
1
<0.1%
1125.0
1
<0.1%
1128.0
1
<0.1%
1129.0
1
<0.1%
1132.0
1
<0.1%
1135.0
2
<0.1%
1136.0
1
<0.1%
1139.0
1
<0.1%
1140.0
1
<0.1%
1142.0
3
<0.1%
LARGEST VALUES
2368.0
1
<0.1%
2363.0
1
<0.1%
2361.0
1
<0.1%
2359.0
2
<0.1%
2357.0
1
<0.1%
2355.0
1
<0.1%
2354.0
2
<0.1%
2352.0
3
<0.1%
2345.0
2
<0.1%
2344.0
2
<0.1%
2342.0
1
<0.1%
2340.0
2
<0.1%
2337.0
1
<0.1%
2336.0
1
<0.1%
2334.0
2
<0.1%
reserve2_forecast_lag_24
MISSING:
---
TOP CATEGORIES
-500.0
8,592
100%
ALL
8,592
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
reserve2_forecast_lag_24
PROVIDES INFORMATION ON...
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00
weekday
0.00

THESE FEATURES
GIVE INFORMATION
ON reserve2_forecast_lag_24:
weekday
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
reserve2_forecast_lag_24
CORRELATION RATIO WITH...
price
0.00
month
0.00
price_lag_24
0.00
co2_price_pln_actual_lag_24
0.00
co2_price_eur_actual_lag_24
0.00
load_forecast_lag_24
0.00
capacity_jwcd_forecast_lag_24
0.00
capacity_njwcd_forecast_lag_24
0.00
generation_jwcd_forecast_lag_24
0.00
generation_njwcd_forecast_lag_24
0.00
generation_wind_forecast_lag_24
0.00
reserve1_forecast_lag_24
0.00
load_actual_lag_24
0.00
generation_jwcd_actual_lag_24
0.00
load_actual_lag_24
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
load_forecast_lag_24
0.99
reserve1_forecast_lag_24
0.99
generation_jwcd_forecast_lag_24
0.85
Hard coal 200 generation_lag_24
0.82
generation_jwcd_actual_lag_24
0.81
load_actual_lag_168
0.71
reserve1_forecast_lag_168
0.71
load_forecast_lag_168
0.71
Lignite 200 generation_lag_24
0.67
Lignite 300 generation_lag_24
0.62
Hard coal 300 generation_lag_24
0.61
generation_jwcd_forecast_lag_168
0.59
crossborder_async_balance_actual_lag_24
0.58
SVK_IMP_lag_24
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.44
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
19261.438000000002
2
<0.1%
15755.338
2
<0.1%
21452.763
2
<0.1%
21764.425
2
<0.1%
16615.075
2
<0.1%
22620.55
2
<0.1%
21595.35
2
<0.1%
15329.6
2
<0.1%
15814.35
2
<0.1%
15653.538
2
<0.1%
17263.2
2
<0.1%
15924.588
2
<0.1%
22345.0
2
<0.1%
18225.638
2
<0.1%
23980.388
2
<0.1%
SMALLEST VALUES
12261.988000000001
1
<0.1%
12391.55
1
<0.1%
12411.7
1
<0.1%
12430.188
1
<0.1%
12457.413
1
<0.1%
12518.213
1
<0.1%
12550.913
1
<0.1%
12618.85
1
<0.1%
12639.363000000001
1
<0.1%
12648.463
1
<0.1%
12664.2
1
<0.1%
12705.5
1
<0.1%
12711.7
1
<0.1%
12721.838
1
<0.1%
12725.25
1
<0.1%
LARGEST VALUES
26297.15
1
<0.1%
26258.175
1
<0.1%
26220.7
1
<0.1%
26173.525
1
<0.1%
26126.487999999998
1
<0.1%
26121.938
1
<0.1%
26112.862999999998
1
<0.1%
26100.237999999998
1
<0.1%
26084.588
1
<0.1%
26081.25
1
<0.1%
26038.1
1
<0.1%
26002.287999999997
1
<0.1%
26001.425
1
<0.1%
25992.888
1
<0.1%
25979.313
1
<0.1%
generation_jwcd_actual_lag_24
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_forecast_lag_24
0.95
Hard coal 200 generation_lag_24
0.86
load_actual_lag_24
0.81
Hard coal 300 generation_lag_24
0.80
Lignite 200 generation_lag_24
0.80
load_forecast_lag_24
0.80
reserve1_forecast_lag_24
0.79
Lignite 300 generation_lag_24
0.72
price_lag_24
0.68
generation_jwcd_forecast_lag_168
0.60
generation_jwcd_actual_lag_168
0.56
Lignite 500 generation_lag_24
0.53
load_actual_lag_168
0.51
price
0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.47
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
16532.788
2
<0.1%
10036.825
2
<0.1%
13725.3
2
<0.1%
12125.063
2
<0.1%
16342.175
2
<0.1%
9966.288
2
<0.1%
15164.438
2
<0.1%
12215.75
2
<0.1%
16519.175
2
<0.1%
16670.838
2
<0.1%
16802.363
2
<0.1%
13918.35
2
<0.1%
11451.963
2
<0.1%
11606.763
2
<0.1%
16037.863000000001
2
<0.1%
SMALLEST VALUES
5100.95
1
<0.1%
5142.675
1
<0.1%
5245.9
1
<0.1%
5280.425
1
<0.1%
5372.6630000000005
1
<0.1%
5409.95
1
<0.1%
5426.35
1
<0.1%
5512.963000000001
1
<0.1%
5614.525
1
<0.1%
5726.963000000001
1
<0.1%
5952.9
1
<0.1%
6008.863
1
<0.1%
6053.85
1
<0.1%
6060.213000000001
1
<0.1%
6063.388000000001
1
<0.1%
LARGEST VALUES
18923.913
1
<0.1%
18760.488
1
<0.1%
18621.088
1
<0.1%
18575.075
1
<0.1%
18548.375
1
<0.1%
18518.588
1
<0.1%
18496.338
1
<0.1%
18489.475
1
<0.1%
18480.75
1
<0.1%
18468.913
1
<0.1%
18455.388
1
<0.1%
18444.2
1
<0.1%
18400.55
1
<0.1%
18382.013
1
<0.1%
18341.813000000002
1
<0.1%
generation_pi_actual_lag_24
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
HPS 200 generation_lag_24
0.63
generation_jwcd_forecast_lag_24
0.48
generation_pi_actual_lag_168
0.48
HPS 100 generation_lag_24
0.47
load_forecast_lag_24
0.47
reserve1_forecast_lag_24
0.47
load_actual_lag_24
0.46
generation_jwcd_forecast_lag_168
0.43
load_forecast_lag_168
0.43
reserve1_forecast_lag_168
0.43
load_actual_lag_168
0.42
Lignite 300 generation_lag_24
0.42
generation_jwcd_actual_lag_24
0.40
Lignite 300 generation_lag_168
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.07
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
-6.825
17
0.2%
-7.2379999999999995
16
0.2%
-6.7379999999999995
16
0.2%
-7.388
16
0.2%
-7.263
15
0.2%
-6.875
15
0.2%
-7.275
14
0.2%
-6.938
14
0.2%
-6.95
14
0.2%
-3.1
14
0.2%
-7.325
14
0.2%
-7.175
13
0.2%
-7.35
13
0.2%
-6.9879999999999995
13
0.2%
-7.4
13
0.2%
SMALLEST VALUES
-1478.4379999999999
1
<0.1%
-1462.013
1
<0.1%
-1459.95
1
<0.1%
-1452.1
1
<0.1%
-1443.725
1
<0.1%
-1401.9379999999999
1
<0.1%
-1397.425
1
<0.1%
-1395.4129999999998
1
<0.1%
-1393.1629999999998
1
<0.1%
-1392.9379999999999
1
<0.1%
-1385.7379999999998
1
<0.1%
-1375.3629999999998
1
<0.1%
-1370.575
1
<0.1%
-1319.263
1
<0.1%
-1312.375
1
<0.1%
LARGEST VALUES
1136.05
1
<0.1%
1114.788
1
<0.1%
1072.113
1
<0.1%
1046.2
1
<0.1%
943.888
1
<0.1%
924.425
1
<0.1%
915.688
1
<0.1%
915.238
1
<0.1%
911.8380000000001
1
<0.1%
909.325
1
<0.1%
904.688
1
<0.1%
895.875
1
<0.1%
891.613
1
<0.1%
882.663
1
<0.1%
881.825
1
<0.1%
generation_irz_actual_lag_24
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 200 generation_lag_24
0.49
generation_jwcd_actual_lag_24
0.43
generation_jwcd_forecast_lag_24
0.40
load_actual_lag_24
0.37
price_lag_24
0.36
load_forecast_lag_24
0.36
reserve1_forecast_lag_24
0.36
Lignite 200 generation_lag_24
0.31
Hard coal 300 generation_lag_24
0.30
Lignite 300 available_lag_24
0.26
Lignite 300 generation_lag_24
0.25
price
0.25
generation_jwcd_actual_lag_168
0.22
generation_jwcd_forecast_lag_168
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.36
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
2,801
32.6%
86.8
116
1.4%
110.0
91
1.1%
109.75
91
1.1%
109.5
90
1.0%
109.25
87
1.0%
109.0
85
1.0%
109.625
81
0.9%
109.375
80
0.9%
109.125
69
0.8%
109.875
52
0.6%
70.263
31
0.4%
70.225
30
0.3%
87.025
29
0.3%
87.1
27
0.3%
SMALLEST VALUES
0.0
2,801
32.6%
0.46299999999999997
1
<0.1%
0.5
1
<0.1%
0.563
1
<0.1%
0.713
1
<0.1%
0.963
1
<0.1%
1.75
1
<0.1%
1.8130000000000002
1
<0.1%
1.8630000000000002
1
<0.1%
1.875
1
<0.1%
1.8880000000000001
1
<0.1%
1.9380000000000002
1
<0.1%
1.95
1
<0.1%
2.0
1
<0.1%
2.125
1
<0.1%
LARGEST VALUES
673.15
1
<0.1%
651.2130000000001
1
<0.1%
648.788
1
<0.1%
634.188
1
<0.1%
609.325
1
<0.1%
588.988
1
<0.1%
570.2
1
<0.1%
545.288
1
<0.1%
535.5880000000001
1
<0.1%
533.113
1
<0.1%
530.163
1
<0.1%
522.425
1
<0.1%
517.9630000000001
1
<0.1%
514.763
1
<0.1%
504.838
1
<0.1%
generation_njwcd_actual_lag_24
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_njwcd_forecast_lag_24
0.98
capacity_njwcd_forecast_lag_24
0.97
Gas 200 generation_lag_24
0.75
generation_wind_actual_lag_24
0.75
Gas 200 generation_lag_168
0.74
generation_wind_forecast_lag_24
0.73
generation_njwcd_forecast_lag_168
0.66
generation_njwcd_actual_lag_168
0.66
capacity_njwcd_forecast_lag_168
0.65
Hard coal 100 generation_lag_168
0.56
Hard coal 100 generation_lag_24
0.53
Hard coal 500 generation_lag_24
-0.51
Lignite 200 available_lag_168
0.51
Lignite 200 available_lag_24
0.50

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.08
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
4521.275
3
<0.1%
6352.225
2
<0.1%
4834.038
2
<0.1%
3684.988
2
<0.1%
4333.0
2
<0.1%
4137.388
2
<0.1%
7998.825
2
<0.1%
5593.138000000001
2
<0.1%
3305.888
2
<0.1%
3827.2129999999997
2
<0.1%
7008.45
2
<0.1%
3510.0
2
<0.1%
3890.975
2
<0.1%
4569.988
2
<0.1%
8805.738000000001
2
<0.1%
SMALLEST VALUES
2726.575
1
<0.1%
2746.775
1
<0.1%
2770.913
1
<0.1%
2772.663
1
<0.1%
2780.275
1
<0.1%
2782.6
1
<0.1%
2792.038
1
<0.1%
2824.3
1
<0.1%
2825.775
1
<0.1%
2841.55
1
<0.1%
2843.788
1
<0.1%
2844.4629999999997
1
<0.1%
2845.363
1
<0.1%
2853.113
1
<0.1%
2854.425
1
<0.1%
LARGEST VALUES
11013.238000000001
1
<0.1%
11008.938
1
<0.1%
11004.863000000001
1
<0.1%
11000.425
1
<0.1%
10986.75
1
<0.1%
10973.95
1
<0.1%
10972.888
1
<0.1%
10971.813
1
<0.1%
10958.488000000001
1
<0.1%
10946.188
1
<0.1%
10944.575
1
<0.1%
10942.1
1
<0.1%
10930.0
1
<0.1%
10910.8
1
<0.1%
10896.138
1
<0.1%
crossborder_sync_balance_actual_lag_24
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CEPS_EXP_lag_24
0.74
SEPS_EXP_lag_24
0.61
generation_jwcd_forecast_lag_24
0.40
crossborder_sync_balance_actual_lag_168
0.37
crossborder_async_balance_actual_lag_24
0.36
50HzT_IMP_lag_24
0.35
SVK_IMP_lag_24
0.34
CEPS_IMP_lag_24
0.33
SEPS_EXP_lag_168
0.30
CEPS_EXP_lag_168
0.29
load_forecast_lag_24
0.28
reserve1_forecast_lag_24
0.28
load_actual_lag_24
0.28
crossborder_async_balance_actual_lag_168
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.07
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
487.625
3
<0.1%
508.225
3
<0.1%
473.663
3
<0.1%
-16.075
3
<0.1%
570.025
3
<0.1%
20.1
3
<0.1%
479.125
3
<0.1%
540.35
3
<0.1%
53.888000000000005
3
<0.1%
472.4
3
<0.1%
260.1
3
<0.1%
755.863
3
<0.1%
-24.088
3
<0.1%
327.0
3
<0.1%
520.288
3
<0.1%
SMALLEST VALUES
-1778.775
1
<0.1%
-1773.7
1
<0.1%
-1763.85
1
<0.1%
-1749.4379999999999
1
<0.1%
-1727.888
1
<0.1%
-1716.075
1
<0.1%
-1714.35
1
<0.1%
-1712.675
1
<0.1%
-1708.838
1
<0.1%
-1706.8
1
<0.1%
-1705.8
1
<0.1%
-1694.075
1
<0.1%
-1677.9
1
<0.1%
-1666.713
1
<0.1%
-1665.85
1
<0.1%
LARGEST VALUES
1050.275
1
<0.1%
940.475
1
<0.1%
896.8
1
<0.1%
885.175
1
<0.1%
879.375
1
<0.1%
878.15
1
<0.1%
872.763
1
<0.1%
871.263
1
<0.1%
870.825
1
<0.1%
857.0880000000001
1
<0.1%
846.863
1
<0.1%
846.8
1
<0.1%
845.5880000000001
1
<0.1%
844.263
1
<0.1%
839.688
1
<0.1%
crossborder_async_balance_actual_lag_24
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SVK_IMP_lag_24
0.87
LIT_IMP_lag_24
0.78
LIT_EXP_lag_24
0.78
SVK_EXP_lag_24
0.72
generation_jwcd_forecast_lag_24
0.64
load_forecast_lag_24
0.58
reserve1_forecast_lag_24
0.58
load_actual_lag_24
0.58
crossborder_async_balance_actual_lag_168
0.55
SVK_IMP_lag_168
0.47
SVK_EXP_lag_168
0.45
generation_jwcd_actual_lag_24
0.45
Hard coal 200 generation_lag_24
0.42
LIT_EXP_lag_168
0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.18
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
1309.375
3
<0.1%
1297.225
3
<0.1%
1297.113
3
<0.1%
1297.95
3
<0.1%
1262.0
3
<0.1%
1223.05
3
<0.1%
1278.65
3
<0.1%
983.775
3
<0.1%
1293.638
3
<0.1%
-761.188
2
<0.1%
1286.9
2
<0.1%
683.95
2
<0.1%
707.763
2
<0.1%
1247.538
2
<0.1%
1284.975
2
<0.1%
SMALLEST VALUES
-978.9
1
<0.1%
-967.575
1
<0.1%
-959.813
1
<0.1%
-938.225
1
<0.1%
-936.35
1
<0.1%
-934.138
1
<0.1%
-931.5880000000001
1
<0.1%
-931.275
1
<0.1%
-930.575
1
<0.1%
-927.663
1
<0.1%
-922.75
1
<0.1%
-920.788
1
<0.1%
-919.688
1
<0.1%
-919.6
1
<0.1%
-915.425
1
<0.1%
LARGEST VALUES
1360.0
1
<0.1%
1354.5
1
<0.1%
1350.0629999999999
1
<0.1%
1349.75
1
<0.1%
1349.513
1
<0.1%
1346.7879999999998
1
<0.1%
1345.013
1
<0.1%
1343.85
1
<0.1%
1343.6629999999998
1
<0.1%
1343.5379999999998
1
<0.1%
1343.263
1
<0.1%
1342.6129999999998
1
<0.1%
1342.05
1
<0.1%
1341.9129999999998
1
<0.1%
1341.763
2
<0.1%
CEPS_EXP_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_sync_balance_actual_lag_24
0.74
SEPS_EXP_lag_24
0.56
CEPS_IMP_lag_24
0.48
generation_jwcd_forecast_lag_24
0.36
CEPS_EXP_lag_168
0.29
load_forecast_lag_24
0.28
reserve1_forecast_lag_24
0.28
load_actual_lag_24
0.28
crossborder_async_balance_actual_lag_24
0.27
crossborder_sync_balance_actual_lag_168
0.27
SVK_IMP_lag_24
0.27
generation_jwcd_forecast_lag_168
0.25
crossborder_async_balance_actual_lag_168
0.24
50HzT_IMP_lag_24
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.10
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
129
1.5%
-0.4
13
0.2%
-0.2
10
0.1%
-78.0
6
<0.1%
-157.9
6
<0.1%
-291.6
6
<0.1%
-330.6
6
<0.1%
-85.2
6
<0.1%
-524.6
6
<0.1%
-227.8
6
<0.1%
-380.7
6
<0.1%
-180.4
6
<0.1%
-89.2
6
<0.1%
-559.4
6
<0.1%
-148.0
5
<0.1%
SMALLEST VALUES
-1749.6
1
<0.1%
-1732.2
1
<0.1%
-1710.7
1
<0.1%
-1710.0
1
<0.1%
-1703.6
1
<0.1%
-1670.6
1
<0.1%
-1659.2
1
<0.1%
-1639.8
1
<0.1%
-1639.0
1
<0.1%
-1630.7
1
<0.1%
-1630.4
1
<0.1%
-1622.6
1
<0.1%
-1610.7
1
<0.1%
-1608.8
1
<0.1%
-1583.3
1
<0.1%
LARGEST VALUES
0.0
129
1.5%
-0.1
2
<0.1%
-0.2
10
0.1%
-0.3
3
<0.1%
-0.4
13
0.2%
-0.6
5
<0.1%
-0.7
1
<0.1%
-0.8
4
<0.1%
-0.9
2
<0.1%
-1.0
2
<0.1%
-1.2
3
<0.1%
-1.3
1
<0.1%
-1.4
3
<0.1%
-1.5
1
<0.1%
-1.6
5
<0.1%
CEPS_IMP_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CEPS_EXP_lag_24
0.48
50HzT_IMP_lag_24
-0.36
crossborder_sync_balance_actual_lag_24
0.33
SEPS_EXP_lag_24
0.31
CEPS_IMP_lag_168
0.26
price_lag_24
0.25
price
0.21
generation_jwcd_forecast_lag_24
0.21
generation_irz_actual_lag_24
0.19
CEPS_EXP_lag_168
0.19
co2_price_pln_actual_lag_168
0.17
co2_price_eur_actual_lag_168
0.17
Hard coal 300 generation_lag_24
0.17
Lignite 200 generation_lag_24
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.12
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
3,044
35.4%
0.2
180
2.1%
0.4
77
0.9%
0.8
70
0.8%
0.6
69
0.8%
1.2
40
0.5%
1.0
38
0.4%
1.6
38
0.4%
1.4
37
0.4%
2.4
36
0.4%
2.0
35
0.4%
1.8
34
0.4%
4.2
29
0.3%
6.4
29
0.3%
2.2
29
0.3%
SMALLEST VALUES
0.0
3,044
35.4%
0.1
20
0.2%
0.2
180
2.1%
0.3
4
<0.1%
0.4
77
0.9%
0.5
2
<0.1%
0.6
69
0.8%
0.7
2
<0.1%
0.8
70
0.8%
0.9
3
<0.1%
1.0
38
0.4%
1.1
10
0.1%
1.2
40
0.5%
1.4
37
0.4%
1.5
3
<0.1%
LARGEST VALUES
786.9
1
<0.1%
756.3
1
<0.1%
709.8
1
<0.1%
689.0
1
<0.1%
665.7
1
<0.1%
664.6
1
<0.1%
661.4
1
<0.1%
657.9
1
<0.1%
652.2
1
<0.1%
647.4
1
<0.1%
630.8
1
<0.1%
630.0
1
<0.1%
610.4
1
<0.1%
609.4
1
<0.1%
607.3
1
<0.1%
SEPS_EXP_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_sync_balance_actual_lag_24
0.61
CEPS_EXP_lag_24
0.56
SEPS_EXP_lag_168
0.49
Hard coal 200 available_lag_24
-0.42
capacity_jwcd_forecast_lag_24
-0.35
Hard coal 1000 available_lag_168
0.31
CEPS_IMP_lag_24
0.31
50HzT_IMP_lag_24
-0.30
crossborder_sync_balance_actual_lag_168
0.30
Hard coal 200 available_lag_168
-0.30
Hard coal 1000 available_lag_24
0.30
co2_price_eur_actual_lag_24
-0.29
co2_price_pln_actual_lag_24
-0.29
co2_price_eur_actual_lag_168
-0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.10
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
264
3.1%
-0.1
10
0.1%
-0.2
8
<0.1%
-208.4
7
<0.1%
-310.7
7
<0.1%
-183.9
6
<0.1%
-411.3
6
<0.1%
-254.0
6
<0.1%
-235.0
6
<0.1%
-314.4
6
<0.1%
-253.4
6
<0.1%
-505.5
5
<0.1%
-230.8
5
<0.1%
-567.3
5
<0.1%
-267.4
5
<0.1%
SMALLEST VALUES
-1054.1
1
<0.1%
-1046.3
1
<0.1%
-1043.4
1
<0.1%
-1023.5
1
<0.1%
-1017.3
1
<0.1%
-1012.7
1
<0.1%
-1004.8
1
<0.1%
-998.7
1
<0.1%
-989.5
1
<0.1%
-983.6
1
<0.1%
-983.2
1
<0.1%
-980.2
1
<0.1%
-979.6
1
<0.1%
-976.9
2
<0.1%
-974.4
1
<0.1%
LARGEST VALUES
0.0
264
3.1%
-0.1
10
0.1%
-0.2
8
<0.1%
-0.3
5
<0.1%
-0.4
5
<0.1%
-0.5
2
<0.1%
-0.6
2
<0.1%
-0.7
4
<0.1%
-0.8
2
<0.1%
-0.9
1
<0.1%
-1.0
3
<0.1%
-1.1
2
<0.1%
-1.2
1
<0.1%
-1.3
1
<0.1%
-1.4
3
<0.1%
SEPS_IMP_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
50HzT_EXP_lag_24
-0.43
SEPS_EXP_lag_24
0.25
50HzT_IMP_lag_24
-0.21
Hard coal 100 available_lag_24
-0.19
Hard coal 200 generation_lag_24
-0.18
Hard coal 200 available_lag_24
-0.18
Biomass 200 generation_lag_168
-0.17
generation_jwcd_actual_lag_24
-0.16
Hard coal 200 available_lag_168
-0.16
Biomass 200 generation_lag_24
-0.16
Hard coal 300 generation_lag_24
-0.16
Hard coal 1000 available_lag_24
0.15
CEPS_EXP_lag_24
0.15
Hard coal 1000 available_lag_168
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.16
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
7,991
93.0%
0.1
27
0.3%
0.2
25
0.3%
0.4
19
0.2%
0.5
13
0.2%
0.3
12
0.1%
0.6
10
0.1%
1.1
9
0.1%
0.7
8
<0.1%
1.5
7
<0.1%
4.2
7
<0.1%
1.0
6
<0.1%
2.3
6
<0.1%
1.2
5
<0.1%
2.8
5
<0.1%
SMALLEST VALUES
0.0
7,991
93.0%
0.1
27
0.3%
0.2
25
0.3%
0.3
12
0.1%
0.4
19
0.2%
0.5
13
0.2%
0.6
10
0.1%
0.7
8
<0.1%
0.8
4
<0.1%
0.9
2
<0.1%
1.0
6
<0.1%
1.1
9
0.1%
1.2
5
<0.1%
1.3
3
<0.1%
1.4
3
<0.1%
LARGEST VALUES
373.5
1
<0.1%
358.8
1
<0.1%
307.9
1
<0.1%
299.6
1
<0.1%
296.5
1
<0.1%
291.0
1
<0.1%
282.1
1
<0.1%
271.9
1
<0.1%
271.2
1
<0.1%
260.9
1
<0.1%
258.6
1
<0.1%
252.3
1
<0.1%
252.2
1
<0.1%
251.4
1
<0.1%
243.2
1
<0.1%
50HzT_EXP_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SEPS_IMP_lag_24
-0.43
50HzT_IMP_lag_24
0.20
generation_jwcd_forecast_lag_24
0.15
SVK_EXP_lag_24
0.14
Hard coal 300 generation_lag_24
0.13
generation_jwcd_actual_lag_24
0.13
load_actual_lag_24
0.13
load_forecast_lag_24
0.13
reserve1_forecast_lag_24
0.13
LIT_EXP_lag_24
0.12
crossborder_async_balance_actual_lag_24
0.12
Hard coal 200 generation_lag_24
0.12
Lignite 200 generation_lag_24
0.12
Biomass 200 generation_lag_24
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.10
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
8,380
97.5%
-0.15
14
0.2%
-0.2
7
<0.1%
-0.3
6
<0.1%
-0.6
4
<0.1%
-7.05
3
<0.1%
-1.2
3
<0.1%
-0.1
3
<0.1%
-1.8
3
<0.1%
-0.9
3
<0.1%
-3.0
3
<0.1%
-3.6
2
<0.1%
-0.45
2
<0.1%
-1.35
2
<0.1%
-2.7
2
<0.1%
SMALLEST VALUES
-619.95
1
<0.1%
-598.35
1
<0.1%
-590.4
1
<0.1%
-564.45
1
<0.1%
-492.75
1
<0.1%
-491.55
1
<0.1%
-477.15
1
<0.1%
-464.85
1
<0.1%
-448.65
1
<0.1%
-423.6
1
<0.1%
-409.05
1
<0.1%
-389.25
1
<0.1%
-382.35
1
<0.1%
-377.25
1
<0.1%
-347.7
1
<0.1%
LARGEST VALUES
0.0
8,380
97.5%
-0.1
3
<0.1%
-0.15
14
0.2%
-0.2
7
<0.1%
-0.3
6
<0.1%
-0.45
2
<0.1%
-0.5
1
<0.1%
-0.6
4
<0.1%
-0.75
1
<0.1%
-0.8
2
<0.1%
-0.9
3
<0.1%
-1.05
1
<0.1%
-1.2
3
<0.1%
-1.35
2
<0.1%
-1.4
2
<0.1%
50HzT_IMP_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CEPS_IMP_lag_24
-0.36
crossborder_sync_balance_actual_lag_24
0.35
SEPS_EXP_lag_24
-0.30
CEPS_EXP_lag_24
-0.23
50HzT_IMP_lag_168
0.22
SEPS_IMP_lag_24
-0.21
50HzT_EXP_lag_24
0.20
Lignite 200 available_lag_168
-0.17
generation_jwcd_forecast_lag_24
0.17
Hard coal 300 generation_lag_168
0.16
Hard coal 500 generation_lag_24
0.15
Gas 200 generation_lag_168
-0.15
Lignite 300 generation_lag_168
0.15
SVK_EXP_lag_24
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.08
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
396
4.6%
1032.75
7
<0.1%
889.5
7
<0.1%
957.15
7
<0.1%
946.2
7
<0.1%
763.8
7
<0.1%
992.55
6
<0.1%
678.0
6
<0.1%
661.5
6
<0.1%
773.85
6
<0.1%
706.05
6
<0.1%
728.55
6
<0.1%
949.35
6
<0.1%
1052.7
6
<0.1%
628.95
5
<0.1%
SMALLEST VALUES
0.0
396
4.6%
0.15
3
<0.1%
0.3
1
<0.1%
0.45
1
<0.1%
0.75
1
<0.1%
1.05
2
<0.1%
2.55
2
<0.1%
2.85
1
<0.1%
3.0
1
<0.1%
3.3
1
<0.1%
3.75
2
<0.1%
3.9
1
<0.1%
4.2
1
<0.1%
4.8
1
<0.1%
5.55
1
<0.1%
LARGEST VALUES
2139.3
1
<0.1%
2122.6
1
<0.1%
2029.35
1
<0.1%
2003.6
1
<0.1%
2001.05
1
<0.1%
1978.8
1
<0.1%
1978.55
1
<0.1%
1922.05
1
<0.1%
1906.0
1
<0.1%
1903.35
1
<0.1%
1898.0
1
<0.1%
1890.95
1
<0.1%
1882.85
1
<0.1%
1866.45
1
<0.1%
1865.65
1
<0.1%
SVK_EXP_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_async_balance_actual_lag_24
0.72
LIT_EXP_lag_24
0.63
SVK_IMP_lag_24
0.56
SVK_EXP_lag_168
0.50
generation_jwcd_forecast_lag_24
0.48
crossborder_async_balance_actual_lag_168
0.44
load_forecast_lag_24
0.43
reserve1_forecast_lag_24
0.42
load_actual_lag_24
0.42
SVK_IMP_lag_168
0.39
LIT_EXP_lag_168
0.35
LIT_IMP_lag_24
0.35
generation_jwcd_actual_lag_24
0.35
Hard coal 300 generation_lag_24
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.10
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
6,839
79.6%
-298.69
9
0.1%
-298.65
8
<0.1%
-298.68
7
<0.1%
-298.88
7
<0.1%
-298.91
6
<0.1%
-98.31
6
<0.1%
-298.93
6
<0.1%
-298.87
5
<0.1%
-298.64
5
<0.1%
-298.7
5
<0.1%
-298.67
5
<0.1%
-298.62
4
<0.1%
-298.82
4
<0.1%
-98.29
4
<0.1%
SMALLEST VALUES
-598.19
1
<0.1%
-594.78
1
<0.1%
-593.54
1
<0.1%
-593.1
1
<0.1%
-559.27
1
<0.1%
-534.59
1
<0.1%
-527.92
1
<0.1%
-527.33
1
<0.1%
-520.78
1
<0.1%
-513.64
1
<0.1%
-507.92
1
<0.1%
-504.61
1
<0.1%
-500.5
1
<0.1%
-497.0
1
<0.1%
-495.79
1
<0.1%
LARGEST VALUES
0.0
6,839
79.6%
-0.02
1
<0.1%
-0.03
1
<0.1%
-0.08
2
<0.1%
-0.09
1
<0.1%
-0.1
1
<0.1%
-0.11
1
<0.1%
-0.12
1
<0.1%
-0.19
1
<0.1%
-0.21
1
<0.1%
-0.36
1
<0.1%
-0.38
1
<0.1%
-0.4
2
<0.1%
-0.46
1
<0.1%
-0.51
1
<0.1%
SVK_IMP_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_async_balance_actual_lag_24
0.87
generation_jwcd_forecast_lag_24
0.59
SVK_EXP_lag_24
0.56
LIT_IMP_lag_24
0.54
load_forecast_lag_24
0.54
load_actual_lag_24
0.54
reserve1_forecast_lag_24
0.54
LIT_EXP_lag_24
0.52
crossborder_async_balance_actual_lag_168
0.48
generation_jwcd_actual_lag_24
0.44
SVK_IMP_lag_168
0.43
SVK_EXP_lag_168
0.41
Hard coal 300 generation_lag_24
0.41
Hard coal 200 generation_lag_24
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.16
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
2,106
24.5%
597.7
470
5.5%
597.6
408
4.7%
597.8
401
4.7%
597.5
338
3.9%
597.9
334
3.9%
598.0
222
2.6%
597.4
211
2.5%
598.1
153
1.8%
597.3
141
1.6%
597.2
110
1.3%
598.2
75
0.9%
597.1
74
0.9%
597.0
59
0.7%
598.3
57
0.7%
SMALLEST VALUES
0.0
2,106
24.5%
0.1
6
<0.1%
0.2
6
<0.1%
0.3
8
<0.1%
0.4
5
<0.1%
0.5
1
<0.1%
0.6
10
0.1%
0.7
6
<0.1%
0.8
1
<0.1%
0.9
5
<0.1%
1.0
2
<0.1%
1.1
5
<0.1%
1.2
6
<0.1%
1.3
5
<0.1%
1.4
1
<0.1%
LARGEST VALUES
600.8
1
<0.1%
600.2
2
<0.1%
600.1
2
<0.1%
599.2
2
<0.1%
599.1
5
<0.1%
599.0
8
<0.1%
598.9
3
<0.1%
598.8
1
<0.1%
598.7
9
0.1%
598.6
31
0.4%
598.5
51
0.6%
598.4
45
0.5%
598.3
57
0.7%
598.2
75
0.9%
598.1
153
1.8%
UA_EXP_lag_24
MISSING:
8,592
(100%)
UA_IMP_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Gas 200 generation_lag_24
0.31
capacity_njwcd_forecast_lag_24
0.29
capacity_njwcd_forecast_lag_168
0.29
Gas 200 generation_lag_168
0.29
generation_njwcd_forecast_lag_168
0.29
generation_njwcd_forecast_lag_24
0.28
generation_njwcd_actual_lag_24
0.27
generation_njwcd_actual_lag_168
0.27
Gas 500 available_lag_168
-0.27
Gas 500 generation_lag_168
-0.27
Hard coal 100 generation_lag_24
0.26
Lignite 200 available_lag_24
0.25
Hard coal 100 generation_lag_168
0.24
Lignite 200 available_lag_168
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.10
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
934
10.9%
146.619
12
0.1%
147.399
8
<0.1%
211.239
8
<0.1%
213.768
7
<0.1%
146.453
7
<0.1%
211.22099999999998
7
<0.1%
211.72
7
<0.1%
212.593
6
<0.1%
212.766
6
<0.1%
212.02700000000002
6
<0.1%
212.29
6
<0.1%
212.24900000000002
6
<0.1%
211.43900000000002
6
<0.1%
210.62599999999998
6
<0.1%
SMALLEST VALUES
0.0
934
10.9%
0.588
1
<0.1%
10.061
1
<0.1%
11.776
1
<0.1%
13.437000000000001
1
<0.1%
24.1
1
<0.1%
34.653
1
<0.1%
36.361
1
<0.1%
36.916
1
<0.1%
48.378
1
<0.1%
49.324
1
<0.1%
51.972
1
<0.1%
56.586000000000006
1
<0.1%
58.748999999999995
1
<0.1%
74.197
1
<0.1%
LARGEST VALUES
218.61900000000003
1
<0.1%
218.09099999999998
1
<0.1%
217.924
1
<0.1%
217.562
1
<0.1%
217.407
1
<0.1%
217.31400000000002
1
<0.1%
216.889
1
<0.1%
216.826
1
<0.1%
216.523
1
<0.1%
216.40099999999998
1
<0.1%
216.39700000000002
1
<0.1%
216.334
1
<0.1%
216.32299999999998
1
<0.1%
216.179
1
<0.1%
216.09
1
<0.1%
LIT_EXP_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_async_balance_actual_lag_24
0.78
SVK_EXP_lag_24
0.63
SVK_IMP_lag_24
0.52
generation_jwcd_forecast_lag_24
0.52
LIT_IMP_lag_24
0.49
load_forecast_lag_24
0.43
reserve1_forecast_lag_24
0.43
load_actual_lag_24
0.43
crossborder_async_balance_actual_lag_168
0.43
generation_jwcd_actual_lag_24
0.37
LIT_EXP_lag_168
0.37
SVK_EXP_lag_168
0.36
SVK_IMP_lag_168
0.35
Hard coal 200 generation_lag_24
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.15
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
5,001
58.2%
-0.12
241
2.8%
-0.19
162
1.9%
-0.06
141
1.6%
-491.66
33
0.4%
-300.34
33
0.4%
-491.6
32
0.4%
-0.37
28
0.3%
-491.72
27
0.3%
-0.25
25
0.3%
-0.31
23
0.3%
-0.56
23
0.3%
-299.48
23
0.3%
-299.85
21
0.2%
-299.91
21
0.2%
SMALLEST VALUES
-495.56
1
<0.1%
-495.5
1
<0.1%
-494.69
3
<0.1%
-494.63
1
<0.1%
-494.38
1
<0.1%
-493.7
2
<0.1%
-493.64
2
<0.1%
-493.33
1
<0.1%
-493.27
1
<0.1%
-493.08
1
<0.1%
-493.02
1
<0.1%
-492.65
1
<0.1%
-492.59
3
<0.1%
-492.53
1
<0.1%
-492.46
5
<0.1%
LARGEST VALUES
0.0
5,001
58.2%
-0.06
141
1.6%
-0.12
241
2.8%
-0.19
162
1.9%
-0.25
25
0.3%
-0.31
23
0.3%
-0.37
28
0.3%
-0.43
10
0.1%
-0.5
17
0.2%
-0.56
23
0.3%
-0.62
9
0.1%
-0.68
8
<0.1%
-0.74
12
0.1%
-0.8
7
<0.1%
-0.87
8
<0.1%
LIT_IMP_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_async_balance_actual_lag_24
0.78
SVK_IMP_lag_24
0.54
LIT_EXP_lag_24
0.49
generation_jwcd_forecast_lag_24
0.46
load_forecast_lag_24
0.43
reserve1_forecast_lag_24
0.43
load_actual_lag_24
0.43
crossborder_async_balance_actual_lag_168
0.40
LIT_IMP_lag_168
0.39
SVK_EXP_lag_24
0.35
SVK_IMP_lag_168
0.31
generation_pi_actual_lag_168
0.31
Hard coal 200 generation_lag_24
0.30
generation_jwcd_actual_lag_24
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.18
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
2,953
34.4%
0.5
122
1.4%
0.49
76
0.9%
0.51
64
0.7%
0.48
47
0.5%
0.52
32
0.4%
0.47
25
0.3%
486.05
18
0.2%
0.53
16
0.2%
0.01
16
0.2%
486.87
13
0.2%
486.96
12
0.1%
486.1
12
0.1%
486.89
11
0.1%
486.29
11
0.1%
SMALLEST VALUES
0.0
2,953
34.4%
0.01
16
0.2%
0.02
11
0.1%
0.03
6
<0.1%
0.04
8
<0.1%
0.05
6
<0.1%
0.06
5
<0.1%
0.07
5
<0.1%
0.08
8
<0.1%
0.09
4
<0.1%
0.1
3
<0.1%
0.11
8
<0.1%
0.12
4
<0.1%
0.13
8
<0.1%
0.14
5
<0.1%
LARGEST VALUES
491.97
1
<0.1%
490.53
1
<0.1%
490.45
1
<0.1%
490.35
1
<0.1%
490.07
1
<0.1%
489.36
1
<0.1%
489.31
1
<0.1%
489.2
1
<0.1%
489.14
1
<0.1%
489.09
1
<0.1%
489.08
1
<0.1%
489.04
2
<0.1%
489.0
1
<0.1%
488.92
1
<0.1%
488.88
1
<0.1%
generation_wind_actual_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_wind_forecast_lag_24
0.96
generation_njwcd_actual_lag_24
0.75
capacity_njwcd_forecast_lag_24
0.74
generation_njwcd_forecast_lag_24
0.72
generation_jwcd_actual_lag_24
-0.43
Hard coal 300 generation_lag_24
-0.43
generation_jwcd_forecast_lag_24
-0.40
price_lag_24
-0.36
Lignite 200 generation_lag_24
-0.36
Hard coal 200 generation_lag_24
-0.33
Gas 500 generation_lag_24
-0.33
Lignite 300 generation_lag_24
-0.30
Gas 500 available_lag_24
-0.27
Biomass 200 generation_lag_168
-0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.08
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
707.15
2
<0.1%
1393.14
2
<0.1%
400.07599999999996
2
<0.1%
1720.779
2
<0.1%
2115.279
2
<0.1%
138.52700000000002
2
<0.1%
872.852
2
<0.1%
182.28599999999997
2
<0.1%
26.079
2
<0.1%
1526.8270000000002
2
<0.1%
295.185
2
<0.1%
218.64700000000002
2
<0.1%
1071.4669999999999
2
<0.1%
1216.33
2
<0.1%
466.76599999999996
2
<0.1%
SMALLEST VALUES
17.631
1
<0.1%
17.769000000000002
1
<0.1%
18.442999999999998
1
<0.1%
22.357
1
<0.1%
24.639
1
<0.1%
24.869
1
<0.1%
25.191
1
<0.1%
26.079
2
<0.1%
26.419
1
<0.1%
27.369
1
<0.1%
28.807
1
<0.1%
29.569000000000003
1
<0.1%
30.154
1
<0.1%
31.570999999999998
1
<0.1%
32.117
1
<0.1%
LARGEST VALUES
5195.927
1
<0.1%
5181.05
1
<0.1%
5179.405
1
<0.1%
5147.455
1
<0.1%
5145.729
1
<0.1%
5141.965
1
<0.1%
5131.428
1
<0.1%
5121.416
1
<0.1%
5119.05
1
<0.1%
5112.641
1
<0.1%
5103.688
1
<0.1%
5101.112
1
<0.1%
5097.714
1
<0.1%
5096.553
1
<0.1%
5079.641
1
<0.1%
generation_solar_actual_lag_24
MISSING:
8,592
(100%)
Biomass 200 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Biomass 200 generation_lag_168
0.58
Hard coal 500 generation_lag_168
0.44
Hard coal 500 generation_lag_24
0.36
generation_njwcd_forecast_lag_168
-0.34
Hard coal 200 available_lag_24
0.34
generation_njwcd_actual_lag_168
-0.34
generation_njwcd_forecast_lag_24
-0.33
capacity_njwcd_forecast_lag_168
-0.33
capacity_njwcd_forecast_lag_24
-0.32
Hard coal 100 generation_lag_24
-0.32
Gas 200 generation_lag_24
-0.32
month
0.31
Hard coal 100 generation_lag_168
-0.31
generation_njwcd_actual_lag_24
-0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.09
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
1,254
14.6%
192.21
30
0.3%
192.07
25
0.3%
192.1
25
0.3%
192.32
25
0.3%
191.93
24
0.3%
192.43
23
0.3%
192.03
23
0.3%
192.0
22
0.3%
191.61
22
0.3%
191.92
21
0.2%
191.75
21
0.2%
192.2
20
0.2%
191.95
20
0.2%
192.61
19
0.2%
SMALLEST VALUES
0.0
1,254
14.6%
0.16
1
<0.1%
1.01
1
<0.1%
1.05
1
<0.1%
10.21
1
<0.1%
13.47
1
<0.1%
15.35
1
<0.1%
19.85
1
<0.1%
21.43
1
<0.1%
29.54
1
<0.1%
30.52
1
<0.1%
31.53
1
<0.1%
63.8
1
<0.1%
66.12
1
<0.1%
66.85
1
<0.1%
LARGEST VALUES
207.54
1
<0.1%
207.45
1
<0.1%
207.37
1
<0.1%
207.23
1
<0.1%
207.18
1
<0.1%
207.16
2
<0.1%
207.15
1
<0.1%
207.11
1
<0.1%
207.09
1
<0.1%
207.06
1
<0.1%
207.02
1
<0.1%
207.0
1
<0.1%
206.97
1
<0.1%
206.93
1
<0.1%
206.92
1
<0.1%
Gas 200 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Gas 200 generation_lag_168
0.92
generation_njwcd_forecast_lag_24
0.75
generation_njwcd_actual_lag_24
0.75
capacity_njwcd_forecast_lag_24
0.73
generation_njwcd_forecast_lag_168
0.72
generation_njwcd_actual_lag_168
0.72
capacity_njwcd_forecast_lag_168
0.71
Hard coal 100 generation_lag_168
0.65
Hard coal 100 generation_lag_24
0.61
Lignite 200 available_lag_168
0.61
Hard coal 500 generation_lag_168
-0.61
Lignite 200 available_lag_24
0.57
Hard coal 500 generation_lag_24
-0.56
Gas 500 available_lag_168
-0.50

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.04
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
455
5.3%
146.447
9
0.1%
185.24
8
<0.1%
146.386
8
<0.1%
146.391
8
<0.1%
146.385
7
<0.1%
146.315
7
<0.1%
146.291
6
<0.1%
94.14
6
<0.1%
146.346
6
<0.1%
146.365
6
<0.1%
146.279
6
<0.1%
146.327
6
<0.1%
146.361
5
<0.1%
167.954
5
<0.1%
SMALLEST VALUES
0.0
455
5.3%
0.002
1
<0.1%
0.387
1
<0.1%
1.51
1
<0.1%
6.27
1
<0.1%
8.24
1
<0.1%
10.83
1
<0.1%
11.62
1
<0.1%
15.105
1
<0.1%
16.49
1
<0.1%
18.22
1
<0.1%
20.698
1
<0.1%
21.633000000000006
1
<0.1%
22.605
1
<0.1%
23.21
2
<0.1%
LARGEST VALUES
518.2869999999999
1
<0.1%
517.979
1
<0.1%
517.631
1
<0.1%
516.3389999999998
1
<0.1%
516.104
1
<0.1%
516.102
1
<0.1%
515.563
1
<0.1%
515.549
1
<0.1%
514.73
1
<0.1%
514.3399999999998
1
<0.1%
514.3059999999998
1
<0.1%
513.9309999999998
1
<0.1%
513.784
1
<0.1%
513.6709999999999
1
<0.1%
513.4119999999999
1
<0.1%
Gas 500 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Gas 500 available_lag_24
0.96
Gas 500 available_lag_168
0.52
Gas 500 generation_lag_168
0.52
capacity_njwcd_forecast_lag_24
-0.52
generation_njwcd_forecast_lag_24
-0.51
generation_njwcd_actual_lag_24
-0.50
generation_njwcd_forecast_lag_168
-0.47
Gas 200 generation_lag_24
-0.47
capacity_njwcd_forecast_lag_168
-0.47
Gas 200 generation_lag_168
-0.46
generation_njwcd_actual_lag_168
-0.44
Hard coal 100 generation_lag_168
-0.39
Biomass 200 generation_lag_168
0.39
Lignite 200 available_lag_168
-0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.09
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
465
5.4%
298.66
9
0.1%
505.39
9
0.1%
425.87
9
0.1%
563.17
8
<0.1%
548.38
8
<0.1%
604.51
8
<0.1%
530.16
8
<0.1%
563.22
8
<0.1%
430.79
7
<0.1%
220.29
7
<0.1%
553.34
7
<0.1%
220.3
7
<0.1%
548.37
7
<0.1%
220.35
7
<0.1%
SMALLEST VALUES
0.0
465
5.4%
0.65
1
<0.1%
1.15
1
<0.1%
3.67
1
<0.1%
5.58
1
<0.1%
8.86
1
<0.1%
9.18
1
<0.1%
14.74
1
<0.1%
15.26
1
<0.1%
18.11
1
<0.1%
19.3
1
<0.1%
19.91
1
<0.1%
23.24
1
<0.1%
24.93
1
<0.1%
25.04
1
<0.1%
LARGEST VALUES
1063.61
1
<0.1%
1063.37
1
<0.1%
1063.28
1
<0.1%
1063.17
1
<0.1%
1062.94
1
<0.1%
1062.9
1
<0.1%
1062.85
1
<0.1%
1062.75
1
<0.1%
1062.29
1
<0.1%
1062.18
1
<0.1%
1061.48
1
<0.1%
1061.22
1
<0.1%
1060.53
1
<0.1%
1060.31
1
<0.1%
1060.15
1
<0.1%
HPS 100 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
HPS 100 generation_lag_168
0.58
generation_pi_actual_lag_24
0.47
HPS 200 generation_lag_24
0.38
reserve1_forecast_lag_168
0.33
load_forecast_lag_168
0.33
generation_pi_actual_lag_168
0.33
reserve1_forecast_lag_24
0.33
load_actual_lag_168
0.32
load_forecast_lag_24
0.32
load_actual_lag_24
0.32
Lignite 300 generation_lag_168
0.27
generation_jwcd_forecast_lag_168
0.26
generation_jwcd_forecast_lag_24
0.25
crossborder_async_balance_actual_lag_168
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.02
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
5,430
63.2%
0.01
89
1.0%
0.02
20
0.2%
20.94
15
0.2%
0.29
13
0.2%
0.26
13
0.2%
0.3
12
0.1%
20.12
12
0.1%
20.3
12
0.1%
0.28
11
0.1%
20.02
11
0.1%
0.32
11
0.1%
19.99
10
0.1%
0.27
10
0.1%
0.59
10
0.1%
SMALLEST VALUES
0.0
5,430
63.2%
0.01
89
1.0%
0.02
20
0.2%
0.03
5
<0.1%
0.04
2
<0.1%
0.05
2
<0.1%
0.06
3
<0.1%
0.07
4
<0.1%
0.08
1
<0.1%
0.09
2
<0.1%
0.1
4
<0.1%
0.11
5
<0.1%
0.12
3
<0.1%
0.13
5
<0.1%
0.14
5
<0.1%
LARGEST VALUES
374.32000000000005
1
<0.1%
326.29
1
<0.1%
291.59
1
<0.1%
287.7000000000001
1
<0.1%
270.75
1
<0.1%
268.29
1
<0.1%
259.91
1
<0.1%
242.1
1
<0.1%
239.78
1
<0.1%
228.79
1
<0.1%
228.51
1
<0.1%
222.86
1
<0.1%
220.95
1
<0.1%
220.89
1
<0.1%
220.07
1
<0.1%
HPS 200 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_pi_actual_lag_24
0.63
HPS 100 generation_lag_24
0.38
reserve1_forecast_lag_168
0.27
load_forecast_lag_168
0.26
load_actual_lag_168
0.26
load_forecast_lag_24
0.26
reserve1_forecast_lag_24
0.26
load_actual_lag_24
0.25
generation_pi_actual_lag_168
0.24
generation_jwcd_forecast_lag_168
0.21
HPS 200 generation_lag_168
0.21
HPS 100 generation_lag_168
0.21
generation_wind_forecast_lag_24
0.19
crossborder_async_balance_actual_lag_168
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.05
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
6,148
71.6%
0.03
72
0.8%
0.01
48
0.6%
0.02
45
0.5%
0.04
43
0.5%
0.05
12
0.1%
0.06
9
0.1%
0.07
7
<0.1%
111.8
5
<0.1%
93.1
5
<0.1%
133.9
4
<0.1%
8.6
3
<0.1%
134.3
3
<0.1%
134.0
3
<0.1%
56.9
3
<0.1%
SMALLEST VALUES
0.0
6,148
71.6%
0.01
48
0.6%
0.02
45
0.5%
0.03
72
0.8%
0.04
43
0.5%
0.05
12
0.1%
0.06
9
0.1%
0.06999999999999999
2
<0.1%
0.07
7
<0.1%
0.08
2
<0.1%
0.09000000000000001
1
<0.1%
0.1
2
<0.1%
0.11
1
<0.1%
0.14
2
<0.1%
0.16
1
<0.1%
LARGEST VALUES
908.93
1
<0.1%
901.77
1
<0.1%
808.69
1
<0.1%
800.04
1
<0.1%
798.21
1
<0.1%
790.74
1
<0.1%
778.9300000000002
1
<0.1%
773.26
1
<0.1%
768.78
1
<0.1%
766.76
1
<0.1%
764.95
1
<0.1%
758.6899999999998
1
<0.1%
754.37
1
<0.1%
751.51
1
<0.1%
750.8199999999998
1
<0.1%
Hard coal 100 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 100 generation_lag_168
0.62
Gas 200 generation_lag_24
0.61
Gas 200 generation_lag_168
0.56
Lignite 200 available_lag_168
0.56
generation_njwcd_forecast_lag_24
0.53
generation_njwcd_forecast_lag_168
0.53
generation_njwcd_actual_lag_168
0.53
generation_njwcd_actual_lag_24
0.53
capacity_njwcd_forecast_lag_168
0.52
capacity_njwcd_forecast_lag_24
0.52
Lignite 200 available_lag_24
0.50
Hard coal 500 generation_lag_168
-0.42
Gas 500 available_lag_24
-0.39
Hard coal 500 generation_lag_24
-0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.08
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
613
7.1%
48.1
17
0.2%
47.3
17
0.2%
45.9
15
0.2%
46.8
15
0.2%
46.5
15
0.2%
46.9
14
0.2%
45.6
14
0.2%
47.1
14
0.2%
46.7
14
0.2%
47.5
14
0.2%
46.3
13
0.2%
46.6
13
0.2%
48.6
13
0.2%
49.0
13
0.2%
SMALLEST VALUES
0.0
613
7.1%
0.126
1
<0.1%
0.4
1
<0.1%
1.212
1
<0.1%
1.298
1
<0.1%
1.3090000000000002
1
<0.1%
2.4
1
<0.1%
5.665
1
<0.1%
6.31
1
<0.1%
6.3229999999999995
1
<0.1%
9.295
1
<0.1%
13.1
1
<0.1%
13.265999999999998
1
<0.1%
13.866
1
<0.1%
14.062999999999999
1
<0.1%
LARGEST VALUES
250.19099999999997
1
<0.1%
248.104
1
<0.1%
247.688
1
<0.1%
247.572
1
<0.1%
247.57
1
<0.1%
247.21400000000003
1
<0.1%
246.38400000000001
1
<0.1%
246.364
1
<0.1%
245.632
1
<0.1%
245.326
1
<0.1%
240.944
1
<0.1%
239.61
1
<0.1%
238.72799999999998
1
<0.1%
238.082
1
<0.1%
235.898
1
<0.1%
Hard coal 1000 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
reserve1_forecast_lag_24
0.43
load_forecast_lag_24
0.43
load_actual_lag_24
0.43
generation_jwcd_actual_lag_24
0.42
generation_jwcd_forecast_lag_24
0.38
reserve1_forecast_lag_168
0.37
load_forecast_lag_168
0.37
load_actual_lag_168
0.36
Lignite 200 generation_lag_24
0.34
Lignite 200 generation_lag_168
0.32
Hard coal 200 generation_lag_24
0.31
generation_jwcd_forecast_lag_168
0.30
generation_jwcd_actual_lag_168
0.29
Lignite 300 generation_lag_24
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.23
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
1,419
16.5%
447.22
6
<0.1%
930.02
6
<0.1%
930.6
6
<0.1%
934.5
5
<0.1%
931.16
5
<0.1%
932.4
5
<0.1%
932.26
5
<0.1%
931.87
5
<0.1%
929.16
5
<0.1%
934.32
5
<0.1%
931.49
5
<0.1%
931.25
5
<0.1%
934.1
4
<0.1%
928.62
4
<0.1%
SMALLEST VALUES
0.0
1,419
16.5%
0.11
1
<0.1%
0.14
2
<0.1%
0.15
1
<0.1%
0.17
1
<0.1%
0.21
1
<0.1%
0.33
1
<0.1%
0.38
1
<0.1%
0.43
1
<0.1%
0.53
1
<0.1%
0.6
1
<0.1%
0.69
1
<0.1%
0.95
1
<0.1%
1.16
1
<0.1%
1.68
1
<0.1%
LARGEST VALUES
1024.83
1
<0.1%
1018.82
1
<0.1%
1018.56
1
<0.1%
1014.95
1
<0.1%
1014.94
1
<0.1%
1014.87
1
<0.1%
1013.09
1
<0.1%
1013.03
1
<0.1%
1011.94
1
<0.1%
1011.71
1
<0.1%
1011.67
1
<0.1%
1010.86
1
<0.1%
1010.77
1
<0.1%
1010.65
1
<0.1%
1010.47
1
<0.1%
Hard coal 200 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_24
0.86
generation_jwcd_forecast_lag_24
0.82
load_actual_lag_24
0.82
load_forecast_lag_24
0.80
reserve1_forecast_lag_24
0.80
Lignite 200 generation_lag_24
0.68
price_lag_24
0.63
Hard coal 300 generation_lag_24
0.62
load_actual_lag_168
0.51
load_forecast_lag_168
0.50
reserve1_forecast_lag_168
0.50
generation_irz_actual_lag_24
0.49
Lignite 300 generation_lag_24
0.47
generation_jwcd_forecast_lag_168
0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.56
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
6406.914000000001
2
<0.1%
4669.981999999999
2
<0.1%
5529.973000000001
1
<0.1%
3681.4860000000012
1
<0.1%
5383.8319999999985
1
<0.1%
4501.058
1
<0.1%
3694.148
1
<0.1%
5794.289000000002
1
<0.1%
6134.377
1
<0.1%
6131.437000000001
1
<0.1%
5931.375
1
<0.1%
6207.700999999997
1
<0.1%
4632.4749999999985
1
<0.1%
4101.728
1
<0.1%
5483.8629999999985
1
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
2816.1070000000004
1
<0.1%
2822.76
1
<0.1%
2828.7659999999996
1
<0.1%
2829.8859999999995
1
<0.1%
2839.7340000000004
1
<0.1%
2845.5879999999997
1
<0.1%
2852.2410000000004
1
<0.1%
2857.7960000000007
1
<0.1%
2868.6539999999986
1
<0.1%
2871.441
1
<0.1%
2876.777
1
<0.1%
2877.4659999999994
1
<0.1%
2879.099
1
<0.1%
2879.682
1
<0.1%
LARGEST VALUES
9447.572
1
<0.1%
9266.306000000002
1
<0.1%
9131.135000000002
1
<0.1%
9130.101
1
<0.1%
9108.802
1
<0.1%
9104.712
1
<0.1%
9102.624
1
<0.1%
9063.850999999997
1
<0.1%
9042.994000000002
1
<0.1%
8989.707000000002
1
<0.1%
8960.033999999998
1
<0.1%
8928.132000000001
1
<0.1%
8861.804000000002
1
<0.1%
8844.034999999998
1
<0.1%
8821.475999999999
1
<0.1%
Hard coal 300 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_24
0.80
generation_jwcd_forecast_lag_24
0.78
Lignite 200 generation_lag_24
0.66
Hard coal 200 generation_lag_24
0.62
load_actual_lag_24
0.61
load_forecast_lag_24
0.60
reserve1_forecast_lag_24
0.60
price_lag_24
0.58
Lignite 300 generation_lag_24
0.57
generation_jwcd_forecast_lag_168
0.49
Hard coal 300 generation_lag_168
0.47
Lignite 500 generation_lag_24
0.47
generation_jwcd_actual_lag_168
0.46
price
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.24
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
542.79
3
<0.1%
1017.16
3
<0.1%
623.79
3
<0.1%
375.3
3
<0.1%
1394.83
3
<0.1%
1051.5
3
<0.1%
721.1500000000002
3
<0.1%
731.53
3
<0.1%
500.54
3
<0.1%
1046.37
3
<0.1%
1372.36
3
<0.1%
355.53
2
<0.1%
1021.38
2
<0.1%
544.52
2
<0.1%
1040.74
2
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
178.44
1
<0.1%
178.52
1
<0.1%
183.92
1
<0.1%
185.45
1
<0.1%
187.92
1
<0.1%
188.2
1
<0.1%
188.58
1
<0.1%
189.02
1
<0.1%
190.99
1
<0.1%
191.97
1
<0.1%
194.38
1
<0.1%
197.59
1
<0.1%
197.89
1
<0.1%
198.71
1
<0.1%
LARGEST VALUES
1448.83
1
<0.1%
1447.91
1
<0.1%
1439.9800000000002
1
<0.1%
1439.88
1
<0.1%
1435.71
1
<0.1%
1435.2
1
<0.1%
1433.9
1
<0.1%
1433.87
1
<0.1%
1432.5200000000002
1
<0.1%
1431.87
1
<0.1%
1430.9399999999996
1
<0.1%
1430.16
1
<0.1%
1429.29
1
<0.1%
1429.2
1
<0.1%
1429.1699999999996
1
<0.1%
Hard coal 500 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 500 generation_lag_168
0.70
Hard coal 500 available_lag_24
0.66
Gas 200 generation_lag_24
-0.56
capacity_njwcd_forecast_lag_24
-0.53
generation_njwcd_forecast_lag_24
-0.52
Gas 200 generation_lag_168
-0.52
generation_njwcd_actual_lag_24
-0.51
capacity_njwcd_forecast_lag_168
-0.50
generation_njwcd_forecast_lag_168
-0.49
generation_njwcd_actual_lag_168
-0.49
Hard coal 500 available_lag_168
0.44
Lignite 200 available_lag_168
-0.38
Hard coal 100 generation_lag_168
-0.37
Hard coal 100 generation_lag_24
-0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.13
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
1,648
19.2%
440.0
60
0.7%
445.0
59
0.7%
441.0
52
0.6%
439.0
50
0.6%
435.0
44
0.5%
405.0
44
0.5%
444.0
44
0.5%
442.0
43
0.5%
433.0
43
0.5%
403.0
43
0.5%
443.0
41
0.5%
436.0
40
0.5%
429.0
39
0.5%
432.0
39
0.5%
SMALLEST VALUES
0.0
1,648
19.2%
0.9
1
<0.1%
5.0
1
<0.1%
8.6
1
<0.1%
9.0
1
<0.1%
11.0
1
<0.1%
13.0
1
<0.1%
19.2
1
<0.1%
35.0
1
<0.1%
36.0
1
<0.1%
39.0
1
<0.1%
47.0
1
<0.1%
56.0
1
<0.1%
57.6
1
<0.1%
60.0
1
<0.1%
LARGEST VALUES
987.7
1
<0.1%
985.5
1
<0.1%
984.7
1
<0.1%
984.0
2
<0.1%
982.7
1
<0.1%
981.8
1
<0.1%
981.6
1
<0.1%
981.3
2
<0.1%
981.1
1
<0.1%
980.2
1
<0.1%
980.0
1
<0.1%
979.9
2
<0.1%
979.6
1
<0.1%
979.4
1
<0.1%
979.2
2
<0.1%
Lignite 1000 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Lignite 1000 available_lag_24
0.92
load_actual_lag_24
0.31
Lignite 1000 generation_lag_168
0.30
load_forecast_lag_24
0.30
reserve1_forecast_lag_24
0.30
generation_jwcd_actual_lag_24
0.29
Hard coal 200 generation_lag_24
0.29
Lignite 1000 available_lag_168
0.27
generation_jwcd_forecast_lag_24
0.26
Lignite 200 generation_lag_24
0.24
load_actual_lag_168
0.20
reserve1_forecast_lag_168
0.19
load_forecast_lag_168
0.19
UA_IMP_lag_24
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.23
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
601
7.0%
797.85
9
0.1%
795.59
9
0.1%
798.43
9
0.1%
794.98
9
0.1%
794.38
9
0.1%
797.08
8
<0.1%
797.56
8
<0.1%
798.92
8
<0.1%
793.61
8
<0.1%
797.71
8
<0.1%
796.05
8
<0.1%
798.01
8
<0.1%
794.29
8
<0.1%
796.5
8
<0.1%
SMALLEST VALUES
0.0
601
7.0%
0.84
1
<0.1%
2.84
1
<0.1%
4.8
1
<0.1%
7.48
1
<0.1%
7.76
1
<0.1%
10.44
1
<0.1%
62.08
1
<0.1%
70.05
1
<0.1%
71.84
1
<0.1%
91.13
1
<0.1%
126.75
1
<0.1%
160.02
1
<0.1%
232.39
1
<0.1%
254.41
1
<0.1%
LARGEST VALUES
805.75
1
<0.1%
805.71
1
<0.1%
805.66
1
<0.1%
805.58
1
<0.1%
805.57
1
<0.1%
805.45
1
<0.1%
805.32
1
<0.1%
805.25
1
<0.1%
805.16
1
<0.1%
805.1
2
<0.1%
805.05
1
<0.1%
805.04
1
<0.1%
805.01
1
<0.1%
804.89
1
<0.1%
804.87
1
<0.1%
Lignite 200 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_24
0.80
generation_jwcd_forecast_lag_24
0.74
Hard coal 200 generation_lag_24
0.68
load_actual_lag_24
0.67
Hard coal 300 generation_lag_24
0.66
load_forecast_lag_24
0.66
reserve1_forecast_lag_24
0.65
Lignite 300 generation_lag_24
0.56
price_lag_24
0.54
Lignite 200 generation_lag_168
0.47
generation_jwcd_forecast_lag_168
0.45
generation_jwcd_actual_lag_168
0.43
load_actual_lag_168
0.43
Hard coal 300 generation_lag_168
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.31
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
1065.22
3
<0.1%
1056.66
3
<0.1%
1345.65
3
<0.1%
1173.06
3
<0.1%
1071.57
3
<0.1%
1271.91
3
<0.1%
1179.19
3
<0.1%
1169.47
3
<0.1%
817.73
3
<0.1%
1316.12
2
<0.1%
1040.26
2
<0.1%
1127.23
2
<0.1%
1153.9
2
<0.1%
833.26
2
<0.1%
1277.66
2
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
394.75
1
<0.1%
398.84
1
<0.1%
418.26
1
<0.1%
428.0
1
<0.1%
449.01
1
<0.1%
454.22
1
<0.1%
461.78
1
<0.1%
463.56000000000006
1
<0.1%
474.44
1
<0.1%
477.66
1
<0.1%
480.25
1
<0.1%
484.49
1
<0.1%
485.94
1
<0.1%
489.18
1
<0.1%
LARGEST VALUES
1944.49
1
<0.1%
1879.97
1
<0.1%
1871.85
1
<0.1%
1862.71
1
<0.1%
1849.59
1
<0.1%
1841.28
1
<0.1%
1839.95
1
<0.1%
1833.24
1
<0.1%
1829.08
1
<0.1%
1827.13
1
<0.1%
1817.98
1
<0.1%
1816.49
2
<0.1%
1816.33
1
<0.1%
1816.05
1
<0.1%
1812.39
1
<0.1%
Lignite 300 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_24
0.72
generation_jwcd_forecast_lag_24
0.70
load_actual_lag_24
0.62
reserve1_forecast_lag_24
0.62
load_forecast_lag_24
0.62
Hard coal 300 generation_lag_24
0.57
Lignite 200 generation_lag_24
0.56
Lignite 300 generation_lag_168
0.56
Lignite 300 available_lag_24
0.51
generation_jwcd_forecast_lag_168
0.48
Hard coal 200 generation_lag_24
0.47
load_forecast_lag_168
0.44
reserve1_forecast_lag_168
0.44
load_actual_lag_168
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.19
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
3494.74
3
<0.1%
3879.87
3
<0.1%
3854.01
3
<0.1%
3124.15
3
<0.1%
3217.46
3
<0.1%
3548.04
2
<0.1%
3429.44
2
<0.1%
2792.97
2
<0.1%
3424.38
2
<0.1%
3363.28
2
<0.1%
3318.35
2
<0.1%
2979.57
2
<0.1%
3470.88
2
<0.1%
3516.4
2
<0.1%
3007.02
2
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
1018.99
1
<0.1%
1038.1
1
<0.1%
1051.54
1
<0.1%
1062.24
1
<0.1%
1064.6
1
<0.1%
1075.79
1
<0.1%
1080.84
1
<0.1%
1101.66
1
<0.1%
1115.33
1
<0.1%
1118.78
1
<0.1%
1140.69
1
<0.1%
1152.45
1
<0.1%
1191.01
1
<0.1%
1205.11
1
<0.1%
LARGEST VALUES
4187.469999999998
1
<0.1%
4184.71
1
<0.1%
4184.040000000001
1
<0.1%
4182.76
1
<0.1%
4179.04
1
<0.1%
4178.95
1
<0.1%
4177.84
1
<0.1%
4177.63
1
<0.1%
4177.3
1
<0.1%
4177.09
1
<0.1%
4170.609999999999
1
<0.1%
4165.33
1
<0.1%
4164.56
1
<0.1%
4162.67
1
<0.1%
4162.33
1
<0.1%
Lignite 500 generation_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_24
0.53
generation_jwcd_forecast_lag_24
0.50
Hard coal 300 generation_lag_24
0.47
Hard coal 200 generation_lag_24
0.44
price_lag_24
0.41
load_actual_lag_24
0.39
load_forecast_lag_24
0.38
reserve1_forecast_lag_24
0.38
Lignite 500 generation_lag_168
0.37
generation_jwcd_forecast_lag_168
0.34
Lignite 200 generation_lag_24
0.34
Lignite 300 generation_lag_24
0.33
price
0.32
generation_jwcd_actual_lag_168
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.27
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
690
8.0%
202.2
23
0.3%
204.5
22
0.3%
203.0
20
0.2%
211.3
20
0.2%
208.8
20
0.2%
200.6
20
0.2%
200.7
20
0.2%
200.3
19
0.2%
207.7
19
0.2%
202.6
19
0.2%
204.7
19
0.2%
203.2
19
0.2%
206.4
18
0.2%
208.2
18
0.2%
SMALLEST VALUES
0.0
690
8.0%
0.3
2
<0.1%
0.5
1
<0.1%
5.8
1
<0.1%
9.0
1
<0.1%
9.8
1
<0.1%
12.2
1
<0.1%
18.6
1
<0.1%
22.7
1
<0.1%
25.6
1
<0.1%
25.8
1
<0.1%
28.7
1
<0.1%
38.5
1
<0.1%
41.7
1
<0.1%
42.6
1
<0.1%
LARGEST VALUES
448.2
1
<0.1%
448.0
2
<0.1%
447.9
1
<0.1%
447.7
1
<0.1%
447.5
1
<0.1%
447.4
1
<0.1%
447.2
2
<0.1%
447.1
2
<0.1%
446.9
2
<0.1%
446.7
1
<0.1%
446.4
1
<0.1%
446.2
1
<0.1%
446.1
1
<0.1%
446.0
2
<0.1%
445.9
1
<0.1%
Gas 500 available_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Gas 500 generation_lag_24
0.96
Gas 500 available_lag_168
0.55
Gas 500 generation_lag_168
0.52
capacity_njwcd_forecast_lag_24
-0.51
generation_njwcd_forecast_lag_24
-0.50
Gas 200 generation_lag_24
-0.49
generation_njwcd_forecast_lag_168
-0.49
capacity_njwcd_forecast_lag_168
-0.49
Gas 200 generation_lag_168
-0.49
generation_njwcd_actual_lag_24
-0.47
generation_njwcd_actual_lag_168
-0.46
Hard coal 100 generation_lag_168
-0.41
Lignite 200 available_lag_168
-0.40
Hard coal 100 generation_lag_24
-0.39

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.08
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
447.0
468
5.4%
872.0
371
4.3%
877.0
321
3.7%
1002.0
227
2.6%
1007.0
215
2.5%
1017.0
199
2.3%
1012.0
191
2.2%
997.0
181
2.1%
1162.0
177
2.1%
1022.0
157
1.8%
992.0
134
1.6%
882.0
130
1.5%
1432.0
129
1.5%
1027.0
127
1.5%
987.0
126
1.5%
SMALLEST VALUES
447.0
468
5.4%
458.5
1
<0.1%
472.0
2
<0.1%
472.8
1
<0.1%
474.0
12
0.1%
482.0
1
<0.1%
487.0
1
<0.1%
507.0
1
<0.1%
547.0
23
0.3%
562.0
1
<0.1%
567.0
1
<0.1%
591.25
1
<0.1%
593.0
1
<0.1%
597.0
2
<0.1%
612.0
1
<0.1%
LARGEST VALUES
1512.0
4
<0.1%
1507.0
6
<0.1%
1497.0
8
<0.1%
1492.0
39
0.5%
1487.0
13
0.2%
1485.0
6
<0.1%
1484.0
3
<0.1%
1482.0
4
<0.1%
1481.0
1
<0.1%
1480.0
2
<0.1%
1479.5
1
<0.1%
1478.0
6
<0.1%
1477.0
15
0.2%
1475.0
15
0.2%
1472.0
1
<0.1%
Hard coal 100 available_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 100 available_lag_168
0.39
Hard coal 100 generation_lag_24
0.34
Hard coal 200 available_lag_168
0.25
Hard coal 300 available_lag_168
0.24
Hard coal 1000 available_lag_24
-0.24
Hard coal 200 available_lag_24
0.24
Hard coal 1000 available_lag_168
-0.22
SEPS_EXP_lag_168
-0.20
capacity_jwcd_forecast_lag_168
0.19
SEPS_IMP_lag_24
-0.19
Hard coal 300 generation_lag_168
0.18
Hard coal 500 available_lag_24
-0.18
Hard coal 300 generation_lag_24
0.17
SEPS_EXP_lag_24
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.06
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
200.0
6,210
72.3%
100.0
846
9.8%
150.0
463
5.4%
155.0
146
1.7%
160.0
126
1.5%
194.0
92
1.1%
195.0
77
0.9%
192.0
73
0.8%
196.0
70
0.8%
185.0
57
0.7%
170.0
55
0.6%
140.0
46
0.5%
190.0
37
0.4%
197.0
31
0.4%
175.0
27
0.3%
SMALLEST VALUES
100.0
846
9.8%
100.6
1
<0.1%
103.3
1
<0.1%
109.35
4
<0.1%
114.1
1
<0.1%
116.22
3
<0.1%
125.0
2
<0.1%
128.45
4
<0.1%
133.12
1
<0.1%
135.0
3
<0.1%
135.45
1
<0.1%
140.0
46
0.5%
145.0
11
0.1%
150.0
463
5.4%
152.5
1
<0.1%
LARGEST VALUES
200.0
6,210
72.3%
198.75
1
<0.1%
198.5
10
0.1%
198.0
10
0.1%
197.75
1
<0.1%
197.5
11
0.1%
197.0
31
0.4%
196.5
5
<0.1%
196.25
7
<0.1%
196.0
70
0.8%
195.5
3
<0.1%
195.0
77
0.9%
194.75
1
<0.1%
194.0
92
1.1%
193.5
1
<0.1%
Hard coal 1000 available_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 1000 available_lag_168
0.87
month
-0.85
co2_price_pln_actual_lag_24
-0.79
co2_price_eur_actual_lag_24
-0.78
co2_price_pln_actual_lag_168
-0.78
co2_price_eur_actual_lag_168
-0.77
Hard coal 500 available_lag_24
0.53
Hard coal 500 available_lag_168
0.48
price_lag_168
-0.33
SEPS_EXP_lag_24
0.30
price_lag_24
-0.29
Hard coal 200 available_lag_24
-0.29
price
-0.28
Hard coal 200 available_lag_168
-0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.05
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
3795.0
2,807
32.7%
1085.0
1,109
12.9%
2895.0
932
10.8%
1985.0
910
10.6%
2720.0
763
8.9%
1820.0
313
3.6%
910.0
242
2.8%
2795.0
218
2.5%
1935.0
211
2.5%
2660.0
196
2.3%
3320.0
99
1.2%
3150.0
83
1.0%
2585.0
73
0.8%
2595.0
73
0.8%
3395.0
48
0.6%
SMALLEST VALUES
10.0
31
0.4%
48.25
1
<0.1%
197.5
1
<0.1%
269.3499999999999
1
<0.1%
278.75
2
<0.1%
306.8499999999999
1
<0.1%
440.0
7
<0.1%
450.59999999999985
2
<0.1%
547.5
1
<0.1%
685.0
2
<0.1%
710.0
15
0.2%
734.25
1
<0.1%
760.0
1
<0.1%
785.0
1
<0.1%
860.0
2
<0.1%
LARGEST VALUES
3795.0
2,807
32.7%
3757.5
1
<0.1%
3751.25
3
<0.1%
3745.0
1
<0.1%
3732.5
2
<0.1%
3720.0
3
<0.1%
3707.5
3
<0.1%
3695.0
3
<0.1%
3682.5
2
<0.1%
3676.25
5
<0.1%
3657.5
1
<0.1%
3651.25
1
<0.1%
3645.0
1
<0.1%
3633.75
4
<0.1%
3632.5
1
<0.1%
Hard coal 200 available_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 200 available_lag_168
0.50
capacity_jwcd_forecast_lag_24
0.48
SEPS_EXP_lag_24
-0.42
SEPS_EXP_lag_168
-0.40
Biomass 200 generation_lag_24
0.34
Hard coal 1000 available_lag_168
-0.31
month
0.30
co2_price_pln_actual_lag_168
0.30
co2_price_eur_actual_lag_168
0.30
Hard coal 1000 available_lag_24
-0.29
co2_price_pln_actual_lag_24
0.29
co2_price_eur_actual_lag_24
0.28
capacity_jwcd_forecast_lag_168
0.28
Biomass 200 generation_lag_168
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.25
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
12291.0
61
0.7%
11504.0
54
0.6%
10732.0
49
0.6%
12230.0
42
0.5%
11284.0
40
0.5%
11200.0
38
0.4%
10727.0
38
0.4%
11608.0
36
0.4%
10843.0
35
0.4%
11272.0
35
0.4%
11792.0
33
0.4%
10994.0
33
0.4%
10671.0
32
0.4%
11506.0
31
0.4%
11599.0
31
0.4%
SMALLEST VALUES
9607.0
1
<0.1%
9648.0
2
<0.1%
9649.0
1
<0.1%
9654.0
2
<0.1%
9654.25
1
<0.1%
9659.5
1
<0.1%
9666.0
2
<0.1%
9673.0
3
<0.1%
9688.0
4
<0.1%
9701.0
2
<0.1%
9722.0
1
<0.1%
9732.0
10
0.1%
9741.57
1
<0.1%
9746.57
1
<0.1%
9747.0
1
<0.1%
LARGEST VALUES
12336.0
6
<0.1%
12322.0
4
<0.1%
12316.0
2
<0.1%
12312.0
3
<0.1%
12294.5
1
<0.1%
12291.0
61
0.7%
12280.0
1
<0.1%
12278.5
1
<0.1%
12277.25
1
<0.1%
12268.5
1
<0.1%
12266.0
3
<0.1%
12256.0
4
<0.1%
12251.0
3
<0.1%
12246.85
1
<0.1%
12246.0
2
<0.1%
Hard coal 500 available_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 500 available_lag_168
0.68
Hard coal 500 generation_lag_24
0.66
Hard coal 1000 available_lag_24
0.53
Hard coal 1000 available_lag_168
0.53
month
-0.48
Hard coal 500 generation_lag_168
0.41
Gas 200 generation_lag_24
-0.40
co2_price_pln_actual_lag_168
-0.34
co2_price_eur_actual_lag_168
-0.34
Gas 200 generation_lag_168
-0.33
co2_price_pln_actual_lag_24
-0.32
co2_price_eur_actual_lag_24
-0.32
capacity_njwcd_forecast_lag_24
-0.32
generation_njwcd_forecast_lag_24
-0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.04
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
1032.0
2,201
25.6%
572.0
1,743
20.3%
1012.0
696
8.1%
472.0
654
7.6%
12.0
592
6.9%
992.0
277
3.2%
982.0
271
3.2%
972.0
234
2.7%
1002.0
181
2.1%
442.0
132
1.5%
942.0
128
1.5%
952.0
107
1.2%
962.0
68
0.8%
422.0
67
0.8%
242.0
62
0.7%
SMALLEST VALUES
12.0
592
6.9%
27.75
1
<0.1%
42.0
1
<0.1%
55.6199999999999
2
<0.1%
67.15000000000009
1
<0.1%
82.0
1
<0.1%
93.59999999999992
1
<0.1%
102.0
2
<0.1%
124.5
1
<0.1%
132.0
6
<0.1%
137.81999999999994
2
<0.1%
152.0
1
<0.1%
172.0
1
<0.1%
175.70000000000005
1
<0.1%
196.0
23
0.3%
LARGEST VALUES
1562.0
2
<0.1%
1319.45
1
<0.1%
1267.0
1
<0.1%
1188.62
1
<0.1%
1083.6
1
<0.1%
1082.77
1
<0.1%
1032.0
2,201
25.6%
1029.5
3
<0.1%
1027.0
3
<0.1%
1024.5
4
<0.1%
1022.0
57
0.7%
1020.75
1
<0.1%
1019.5
2
<0.1%
1017.0
18
0.2%
1016.0
1
<0.1%
Lignite 200 available_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Lignite 200 available_lag_168
0.64
Gas 200 generation_lag_24
0.57
Hard coal 100 generation_lag_168
0.52
Gas 200 generation_lag_168
0.51
generation_njwcd_forecast_lag_24
0.51
Hard coal 100 generation_lag_24
0.50
generation_njwcd_actual_lag_24
0.50
generation_njwcd_actual_lag_168
0.50
generation_njwcd_forecast_lag_168
0.50
capacity_njwcd_forecast_lag_24
0.50
capacity_njwcd_forecast_lag_168
0.49
Gas 500 available_lag_24
-0.32
UA_IMP_lag_168
0.32
Gas 500 generation_lag_24
-0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.04
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
2327.0
855
10.0%
1892.0
761
8.9%
2092.0
707
8.2%
2127.0
546
6.4%
1609.0
442
5.1%
1815.0
299
3.5%
1870.0
245
2.9%
1811.0
237
2.8%
1872.0
184
2.1%
1554.0
173
2.0%
1866.0
158
1.8%
1635.0
141
1.6%
1992.0
135
1.6%
1807.0
126
1.5%
2072.0
114
1.3%
SMALLEST VALUES
1009.0
2
<0.1%
1019.0
2
<0.1%
1068.0
4
<0.1%
1083.77
1
<0.1%
1084.0
1
<0.1%
1109.0
5
<0.1%
1116.15
1
<0.1%
1124.25
1
<0.1%
1143.67
1
<0.1%
1151.0
8
<0.1%
1180.25
1
<0.1%
1193.4
1
<0.1%
1201.0
1
<0.1%
1209.0
9
0.1%
1218.5
1
<0.1%
LARGEST VALUES
2327.0
855
10.0%
2312.62
1
<0.1%
2302.0
2
<0.1%
2301.0
14
0.2%
2292.0
7
<0.1%
2291.75
2
<0.1%
2288.75
1
<0.1%
2277.05
1
<0.1%
2277.0
1
<0.1%
2272.0
7
<0.1%
2269.35
1
<0.1%
2248.85
1
<0.1%
2227.32
1
<0.1%
2227.0
1
<0.1%
2217.0
1
<0.1%
Lignite 300 available_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Lignite 300 generation_lag_24
0.51
Lignite 300 available_lag_168
0.50
capacity_jwcd_forecast_lag_24
0.46
Lignite 300 generation_lag_168
0.35
reserve1_forecast_lag_24
0.32
load_forecast_lag_24
0.32
load_actual_lag_24
0.31
capacity_jwcd_forecast_lag_168
0.31
Gas 200 generation_lag_24
0.28
generation_irz_actual_lag_24
0.26
generation_jwcd_actual_lag_24
0.26
Gas 200 generation_lag_168
0.26
Hard coal 100 generation_lag_168
0.24
Hard coal 200 generation_lag_24
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.39
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
3854.0
1,613
18.8%
4614.0
1,251
14.6%
4244.0
864
10.1%
3484.0
447
5.2%
3850.0
287
3.3%
3464.0
241
2.8%
4224.0
239
2.8%
4220.0
219
2.5%
3094.0
180
2.1%
3864.0
167
1.9%
3874.0
138
1.6%
3474.0
123
1.4%
4234.0
110
1.3%
3114.0
97
1.1%
4079.0
97
1.1%
SMALLEST VALUES
2304.0
7
<0.1%
2324.0
2
<0.1%
2419.0
1
<0.1%
2432.4
1
<0.1%
2466.6
1
<0.1%
2499.0
1
<0.1%
2554.0
1
<0.1%
2684.0
36
0.4%
2700.0
9
0.1%
2704.0
34
0.4%
2714.0
21
0.2%
2724.02
1
<0.1%
2737.0
1
<0.1%
2747.0
2
<0.1%
2754.2
1
<0.1%
LARGEST VALUES
4614.0
1,251
14.6%
4609.0
1
<0.1%
4601.5
2
<0.1%
4594.0
10
0.1%
4584.0
2
<0.1%
4581.5
6
<0.1%
4576.5
1
<0.1%
4574.0
15
0.2%
4571.5
1
<0.1%
4566.5
2
<0.1%
4564.0
8
<0.1%
4554.0
22
0.3%
4549.0
4
<0.1%
4544.0
4
<0.1%
4541.5
1
<0.1%
Hard coal 300 available_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 300 available_lag_168
0.41
co2_price_eur_actual_lag_168
-0.35
co2_price_pln_actual_lag_168
-0.35
capacity_jwcd_forecast_lag_24
0.32
Hard coal 300 generation_lag_24
0.32
co2_price_eur_actual_lag_24
-0.31
co2_price_pln_actual_lag_24
-0.31
month
-0.26
Hard coal 100 generation_lag_24
0.26
capacity_jwcd_forecast_lag_168
0.23
Lignite 300 available_lag_24
0.21
Hard coal 1000 available_lag_24
0.20
Hard coal 1000 available_lag_168
0.20
generation_irz_actual_lag_168
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.18
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
1532.0
3,909
45.5%
1149.0
1,336
15.5%
1152.0
748
8.7%
1146.0
487
5.7%
1329.0
409
4.8%
1529.0
183
2.1%
949.0
156
1.8%
963.0
89
1.0%
943.0
43
0.5%
1126.0
34
0.4%
769.0
34
0.4%
1439.0
33
0.4%
1346.0
31
0.4%
1446.0
29
0.3%
1369.0
28
0.3%
SMALLEST VALUES
540.0
2
<0.1%
563.0
13
0.2%
570.5
1
<0.1%
638.0
2
<0.1%
668.0
1
<0.1%
690.0
1
<0.1%
720.0
8
<0.1%
740.0
2
<0.1%
745.5
2
<0.1%
746.0
7
<0.1%
753.5
1
<0.1%
758.0
1
<0.1%
763.0
22
0.3%
769.0
34
0.4%
790.87
1
<0.1%
LARGEST VALUES
1532.0
3,909
45.5%
1529.0
183
2.1%
1526.0
16
0.2%
1525.0
8
<0.1%
1524.5
1
<0.1%
1524.0
15
0.2%
1520.5
1
<0.1%
1519.5
1
<0.1%
1519.0
15
0.2%
1517.0
3
<0.1%
1516.5
2
<0.1%
1515.5
1
<0.1%
1514.75
1
<0.1%
1512.0
4
<0.1%
1511.5
12
0.1%
Lignite 500 available_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_irz_actual_lag_24
-0.19
Lignite 500 generation_lag_24
0.16
CEPS_IMP_lag_168
-0.14
Lignite 500 generation_lag_168
0.11
50HzT_IMP_lag_24
0.10
capacity_jwcd_forecast_lag_24
-0.09
Lignite 300 generation_lag_24
-0.09
Lignite 200 available_lag_168
-0.09
generation_wind_actual_lag_24
0.09
CEPS_EXP_lag_24
-0.09
Lignite 500 available_lag_168
0.09
Lignite 300 available_lag_24
-0.09
capacity_jwcd_forecast_lag_168
-0.08
HPS 100 generation_lag_168
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.09
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
954.0
8,144
94.8%
666.0
60
0.7%
480.0
54
0.6%
802.0
40
0.5%
920.0
30
0.3%
860.0
24
0.3%
760.0
16
0.2%
864.0
16
0.2%
754.0
15
0.2%
894.0
11
0.1%
857.0
11
0.1%
900.0
10
0.1%
818.0
10
0.1%
890.0
10
0.1%
915.0
10
0.1%
SMALLEST VALUES
480.0
54
0.6%
524.6
2
<0.1%
539.0
1
<0.1%
553.0
1
<0.1%
555.0
1
<0.1%
559.5
1
<0.1%
598.5
1
<0.1%
600.0
2
<0.1%
617.27
1
<0.1%
655.0
1
<0.1%
666.0
60
0.7%
705.75
1
<0.1%
716.0
2
<0.1%
717.0
1
<0.1%
720.0
1
<0.1%
LARGEST VALUES
954.0
8,144
94.8%
944.0
2
<0.1%
941.0
1
<0.1%
940.0
7
<0.1%
936.5
1
<0.1%
931.5
2
<0.1%
928.0
6
<0.1%
924.0
1
<0.1%
920.0
30
0.3%
918.0
7
<0.1%
916.5
2
<0.1%
915.0
10
0.1%
909.0
3
<0.1%
907.0
2
<0.1%
904.5
1
<0.1%
Lignite 1000 available_lag_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Lignite 1000 generation_lag_24
0.92
Lignite 1000 available_lag_168
0.29
Lignite 1000 generation_lag_168
0.27
UA_IMP_lag_24
0.20
Lignite 300 available_lag_24
-0.19
capacity_njwcd_forecast_lag_168
0.17
generation_njwcd_forecast_lag_168
0.17
generation_njwcd_actual_lag_168
0.17
Lignite 300 available_lag_168
-0.16
Hard coal 200 generation_lag_24
0.15
50HzT_IMP_lag_168
0.15
Lignite 300 generation_lag_24
-0.15
capacity_jwcd_forecast_lag_24
0.15
generation_njwcd_actual_lag_24
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.20
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
858.0
7,767
90.4%
0.0
608
7.1%
429.0
107
1.2%
600.0
17
0.2%
828.0
13
0.2%
430.0
13
0.2%
658.0
8
<0.1%
321.77
6
<0.1%
543.0
4
<0.1%
750.75
4
<0.1%
558.0
4
<0.1%
780.0
4
<0.1%
500.0
3
<0.1%
608.0
3
<0.1%
708.0
3
<0.1%
SMALLEST VALUES
0.0
608
7.1%
100.0
1
<0.1%
214.52
2
<0.1%
220.0
1
<0.1%
321.77
6
<0.1%
429.0
107
1.2%
430.0
13
0.2%
500.0
3
<0.1%
543.0
4
<0.1%
558.0
4
<0.1%
600.0
17
0.2%
608.0
3
<0.1%
623.0
1
<0.1%
643.5
2
<0.1%
658.0
8
<0.1%
LARGEST VALUES
858.0
7,767
90.4%
850.5
1
<0.1%
848.5
1
<0.1%
828.0
13
0.2%
820.0
2
<0.1%
815.5
1
<0.1%
808.0
1
<0.1%
803.0
1
<0.1%
793.5
1
<0.1%
780.0
4
<0.1%
779.0
1
<0.1%
758.0
2
<0.1%
750.75
4
<0.1%
733.0
1
<0.1%
729.0
1
<0.1%
Biomass 200 available_lag_24
MISSING:
---
TOP CATEGORIES
225.0
8,592
100%
ALL
8,592
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Biomass 200 available_lag_24
PROVIDES INFORMATION ON...
reserve2_forecast_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00
weekday
0.00

THESE FEATURES
GIVE INFORMATION
ON Biomass 200 available_lag_24:
weekday
1.00
reserve2_forecast_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Biomass 200 available_lag_24
CORRELATION RATIO WITH...
price
0.00
month
0.00
price_lag_24
0.00
co2_price_pln_actual_lag_24
0.00
co2_price_eur_actual_lag_24
0.00
load_forecast_lag_24
0.00
capacity_jwcd_forecast_lag_24
0.00
capacity_njwcd_forecast_lag_24
0.00
generation_jwcd_forecast_lag_24
0.00
generation_njwcd_forecast_lag_24
0.00
generation_wind_forecast_lag_24
0.00
reserve1_forecast_lag_24
0.00
load_actual_lag_24
0.00
generation_jwcd_actual_lag_24
0.00
Gas 200 available_lag_24
MISSING:
---
TOP CATEGORIES
457.0
8,592
100%
ALL
8,592
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Gas 200 available_lag_24
PROVIDES INFORMATION ON...
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00
weekday
0.00

THESE FEATURES
GIVE INFORMATION
ON Gas 200 available_lag_24:
weekday
1.00
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Gas 200 available_lag_24
CORRELATION RATIO WITH...
price
0.00
month
0.00
price_lag_24
0.00
co2_price_pln_actual_lag_24
0.00
co2_price_eur_actual_lag_24
0.00
load_forecast_lag_24
0.00
capacity_jwcd_forecast_lag_24
0.00
capacity_njwcd_forecast_lag_24
0.00
generation_jwcd_forecast_lag_24
0.00
generation_njwcd_forecast_lag_24
0.00
generation_wind_forecast_lag_24
0.00
reserve1_forecast_lag_24
0.00
load_actual_lag_24
0.00
generation_jwcd_actual_lag_24
0.00
HPS 100 available_lag_24
MISSING:
---
TOP CATEGORIES
450.0
8,592
100%
ALL
8,592
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
HPS 100 available_lag_24
PROVIDES INFORMATION ON...
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00
weekday
0.00

THESE FEATURES
GIVE INFORMATION
ON HPS 100 available_lag_24:
weekday
1.00
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
HPS 100 available_lag_24
CORRELATION RATIO WITH...
price
0.00
month
0.00
price_lag_24
0.00
co2_price_pln_actual_lag_24
0.00
co2_price_eur_actual_lag_24
0.00
load_forecast_lag_24
0.00
capacity_jwcd_forecast_lag_24
0.00
capacity_njwcd_forecast_lag_24
0.00
generation_jwcd_forecast_lag_24
0.00
generation_njwcd_forecast_lag_24
0.00
generation_wind_forecast_lag_24
0.00
reserve1_forecast_lag_24
0.00
load_actual_lag_24
0.00
generation_jwcd_actual_lag_24
0.00
HPS 200 available_lag_24
MISSING:
---
TOP CATEGORIES
1256.0
8,592
100%
ALL
8,592
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
HPS 200 available_lag_24
PROVIDES INFORMATION ON...
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00
weekday
0.00

THESE FEATURES
GIVE INFORMATION
ON HPS 200 available_lag_24:
weekday
1.00
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
HPS 200 available_lag_24
CORRELATION RATIO WITH...
price
0.00
month
0.00
price_lag_24
0.00
co2_price_pln_actual_lag_24
0.00
co2_price_eur_actual_lag_24
0.00
load_forecast_lag_24
0.00
capacity_jwcd_forecast_lag_24
0.00
capacity_njwcd_forecast_lag_24
0.00
generation_jwcd_forecast_lag_24
0.00
generation_njwcd_forecast_lag_24
0.00
generation_wind_forecast_lag_24
0.00
reserve1_forecast_lag_24
0.00
load_actual_lag_24
0.00
generation_jwcd_actual_lag_24
0.00
price_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_168
0.69
generation_jwcd_forecast_lag_168
0.66
price
0.64
Hard coal 200 generation_lag_168
0.63
Hard coal 300 generation_lag_168
0.58
price_lag_24
0.56
Lignite 200 generation_lag_168
0.54
load_actual_lag_168
0.48
load_forecast_lag_168
0.47
reserve1_forecast_lag_168
0.47
co2_price_pln_actual_lag_168
0.44
co2_price_eur_actual_lag_168
0.43
co2_price_pln_actual_lag_24
0.43
co2_price_eur_actual_lag_24
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.27
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
300.0
68
0.8%
230.0
65
0.8%
250.0
63
0.7%
210.0
61
0.7%
260.0
53
0.6%
220.0
53
0.6%
200.0
50
0.6%
280.0
49
0.6%
180.0
48
0.6%
240.0
41
0.5%
225.0
39
0.5%
290.0
38
0.4%
235.0
37
0.4%
270.0
36
0.4%
215.0
35
0.4%
SMALLEST VALUES
72.0
5
<0.1%
73.0
1
<0.1%
75.0
2
<0.1%
75.71
1
<0.1%
76.62
1
<0.1%
78.99
1
<0.1%
80.0
7
<0.1%
84.85
1
<0.1%
85.22
1
<0.1%
85.75
1
<0.1%
86.05
1
<0.1%
88.0
1
<0.1%
89.0
1
<0.1%
90.0
7
<0.1%
90.17
1
<0.1%
LARGEST VALUES
755.0
1
<0.1%
745.3
2
<0.1%
741.48
1
<0.1%
718.0
2
<0.1%
700.0
4
<0.1%
664.0
1
<0.1%
651.0
1
<0.1%
605.0
1
<0.1%
604.27
1
<0.1%
601.0
2
<0.1%
600.0
3
<0.1%
599.0
3
<0.1%
598.08
1
<0.1%
590.0
1
<0.1%
589.99
1
<0.1%
co2_price_pln_actual_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
co2_price_eur_actual_lag_168
1.00
co2_price_pln_actual_lag_24
0.97
co2_price_eur_actual_lag_24
0.97
month
0.92
Hard coal 1000 available_lag_24
-0.78
Hard coal 1000 available_lag_168
-0.77
price_lag_168
0.44
price_lag_24
0.38
price
0.37
Biomass 200 generation_lag_168
0.37
Hard coal 300 available_lag_24
-0.35
Hard coal 500 generation_lag_168
0.35
Hard coal 500 available_lag_24
-0.34
Hard coal 300 available_lag_168
-0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.02
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
85.73
48
0.6%
55.47
48
0.6%
69.92
48
0.6%
74.06
48
0.6%
42.15
48
0.6%
70.76
48
0.6%
38.41
48
0.6%
90.51
48
0.6%
32.28
48
0.6%
73.9
48
0.6%
32.58
48
0.6%
68.17
48
0.6%
65.52
48
0.6%
47.09
48
0.6%
87.61
48
0.6%
SMALLEST VALUES
31.83
24
0.3%
32.21
24
0.3%
32.28
48
0.6%
32.36
24
0.3%
32.45
24
0.3%
32.47
24
0.3%
32.5
24
0.3%
32.58
48
0.6%
32.67
24
0.3%
32.71
24
0.3%
32.73
24
0.3%
32.91
24
0.3%
33.6
24
0.3%
34.05
24
0.3%
34.1
24
0.3%
LARGEST VALUES
108.74
24
0.3%
107.06
24
0.3%
106.35
24
0.3%
105.3
24
0.3%
105.22
24
0.3%
104.99
24
0.3%
104.32
24
0.3%
104.13
24
0.3%
104.03
24
0.3%
103.68
24
0.3%
100.55
24
0.3%
99.95
24
0.3%
98.9
24
0.3%
97.54
24
0.3%
96.57
24
0.3%
co2_price_eur_actual_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
co2_price_pln_actual_lag_168
1.00
co2_price_pln_actual_lag_24
0.97
co2_price_eur_actual_lag_24
0.97
month
0.92
Hard coal 1000 available_lag_24
-0.77
Hard coal 1000 available_lag_168
-0.76
price_lag_168
0.43
price_lag_24
0.37
price
0.37
Biomass 200 generation_lag_168
0.36
Hard coal 300 available_lag_24
-0.35
Hard coal 500 generation_lag_168
0.34
Hard coal 500 available_lag_24
-0.34
Hard coal 300 available_lag_168
-0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.02
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
19.28
72
0.8%
9.26
72
0.8%
12.98
72
0.8%
7.77
72
0.8%
16.05
72
0.8%
13.27
48
0.6%
17.63
48
0.6%
18.06
48
0.6%
13.98
48
0.6%
7.85
48
0.6%
19.24
48
0.6%
12.97
48
0.6%
13.29
48
0.6%
19.74
48
0.6%
22.14
48
0.6%
SMALLEST VALUES
7.64
24
0.3%
7.76
24
0.3%
7.77
72
0.8%
7.78
24
0.3%
7.79
48
0.6%
7.8
24
0.3%
7.82
24
0.3%
7.84
24
0.3%
7.85
48
0.6%
7.88
24
0.3%
8.03
24
0.3%
8.16
24
0.3%
8.17
24
0.3%
8.46
24
0.3%
8.48
24
0.3%
LARGEST VALUES
25.21
24
0.3%
25.0
24
0.3%
24.8
24
0.3%
24.55
24
0.3%
24.53
24
0.3%
24.5
24
0.3%
24.35
24
0.3%
24.27
24
0.3%
24.19
24
0.3%
24.15
24
0.3%
23.37
24
0.3%
23.2
24
0.3%
22.95
24
0.3%
22.67
24
0.3%
22.41
24
0.3%
load_forecast_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
reserve1_forecast_lag_168
1.00
load_actual_lag_168
0.99
generation_jwcd_forecast_lag_168
0.85
Hard coal 200 generation_lag_168
0.80
generation_jwcd_actual_lag_168
0.79
load_forecast_lag_24
0.71
reserve1_forecast_lag_24
0.71
load_actual_lag_24
0.71
Lignite 200 generation_lag_168
0.64
Lignite 300 generation_lag_168
0.62
Hard coal 300 generation_lag_168
0.59
crossborder_async_balance_actual_lag_168
0.58
generation_jwcd_forecast_lag_24
0.54
SVK_IMP_lag_168
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.45
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
22500.0
39
0.5%
21000.0
39
0.5%
15825.0
37
0.4%
22100.0
36
0.4%
15800.0
36
0.4%
21075.0
36
0.4%
16200.0
34
0.4%
21200.0
34
0.4%
21850.0
33
0.4%
22000.0
33
0.4%
22075.0
33
0.4%
21375.0
32
0.4%
15900.0
32
0.4%
21600.0
32
0.4%
17725.0
31
0.4%
SMALLEST VALUES
12225.0
1
<0.1%
12325.0
1
<0.1%
12425.0
1
<0.1%
12438.0
1
<0.1%
12450.0
1
<0.1%
12500.0
1
<0.1%
12525.0
1
<0.1%
12550.0
1
<0.1%
12600.0
1
<0.1%
12625.0
2
<0.1%
12650.0
1
<0.1%
12675.0
1
<0.1%
12700.0
1
<0.1%
12725.0
1
<0.1%
12738.0
1
<0.1%
LARGEST VALUES
26300.0
1
<0.1%
26275.0
1
<0.1%
26225.0
2
<0.1%
26200.0
1
<0.1%
26175.0
2
<0.1%
26150.0
3
<0.1%
26125.0
2
<0.1%
26050.0
2
<0.1%
26038.0
1
<0.1%
26025.0
1
<0.1%
26013.0
1
<0.1%
26000.0
2
<0.1%
25975.0
1
<0.1%
25950.0
3
<0.1%
25925.0
1
<0.1%
capacity_jwcd_forecast_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
capacity_jwcd_forecast_lag_24
0.53
Hard coal 200 available_lag_168
0.48
Lignite 300 available_lag_168
0.46
generation_jwcd_actual_lag_168
0.42
Hard coal 200 generation_lag_168
0.39
load_actual_lag_168
0.36
reserve1_forecast_lag_168
0.35
load_forecast_lag_168
0.35
SEPS_EXP_lag_168
-0.35
generation_jwcd_forecast_lag_168
0.34
Hard coal 300 available_lag_168
0.33
Gas 500 available_lag_168
0.32
Gas 500 generation_lag_168
0.32
Lignite 300 available_lag_24
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.43
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
21569.0
64
0.7%
20627.0
58
0.7%
23113.0
54
0.6%
20812.0
53
0.6%
21054.0
49
0.6%
20817.0
48
0.6%
22237.0
47
0.5%
21250.0
45
0.5%
21146.0
45
0.5%
22197.0
42
0.5%
22589.0
39
0.5%
22225.0
39
0.5%
20955.0
38
0.4%
21466.0
36
0.4%
20647.0
36
0.4%
SMALLEST VALUES
17649.0
14
0.2%
18019.0
4
<0.1%
18176.0
12
0.1%
18240.0
2
<0.1%
18308.0
4
<0.1%
18398.0
2
<0.1%
18428.0
1
<0.1%
18443.0
3
<0.1%
18478.0
2
<0.1%
18488.0
7
<0.1%
18508.0
7
<0.1%
18566.0
2
<0.1%
18649.0
6
<0.1%
18678.0
2
<0.1%
18822.0
12
0.1%
LARGEST VALUES
23590.0
5
<0.1%
23348.0
1
<0.1%
23284.0
7
<0.1%
23262.0
3
<0.1%
23252.0
2
<0.1%
23237.0
17
0.2%
23221.0
1
<0.1%
23220.0
27
0.3%
23219.0
4
<0.1%
23218.0
7
<0.1%
23212.0
23
0.3%
23194.0
12
0.1%
23188.0
1
<0.1%
23184.0
1
<0.1%
23182.0
8
<0.1%
capacity_njwcd_forecast_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_njwcd_forecast_lag_168
0.99
generation_njwcd_actual_lag_168
0.97
generation_wind_forecast_lag_168
0.77
generation_wind_actual_lag_168
0.74
Gas 200 generation_lag_168
0.73
Gas 200 generation_lag_24
0.71
capacity_njwcd_forecast_lag_24
0.66
generation_njwcd_forecast_lag_24
0.66
generation_njwcd_actual_lag_24
0.65
Hard coal 100 generation_lag_168
0.53
Hard coal 100 generation_lag_24
0.52
Gas 500 generation_lag_168
-0.52
Hard coal 500 generation_lag_168
-0.52
Gas 500 available_lag_168
-0.50

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.07
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
7298.0
9
0.1%
7445.0
8
<0.1%
7074.0
7
<0.1%
4223.0
7
<0.1%
7047.0
7
<0.1%
5448.0
7
<0.1%
5411.0
7
<0.1%
4171.0
7
<0.1%
4413.0
7
<0.1%
5520.0
6
<0.1%
6835.0
6
<0.1%
7367.0
6
<0.1%
7194.0
6
<0.1%
4603.0
6
<0.1%
5369.0
6
<0.1%
SMALLEST VALUES
3695.0
1
<0.1%
3702.0
1
<0.1%
3709.0
1
<0.1%
3710.0
1
<0.1%
3711.0
1
<0.1%
3712.0
1
<0.1%
3713.0
1
<0.1%
3715.0
1
<0.1%
3717.0
1
<0.1%
3718.0
1
<0.1%
3722.0
1
<0.1%
3725.0
1
<0.1%
3728.0
1
<0.1%
3742.0
1
<0.1%
3752.0
1
<0.1%
LARGEST VALUES
11983.0
1
<0.1%
11968.0
1
<0.1%
11959.0
1
<0.1%
11955.0
1
<0.1%
11952.0
1
<0.1%
11923.0
1
<0.1%
11884.0
1
<0.1%
11843.0
1
<0.1%
11835.0
1
<0.1%
11806.0
1
<0.1%
11743.0
1
<0.1%
11731.0
1
<0.1%
11712.0
1
<0.1%
11707.0
1
<0.1%
11687.0
1
<0.1%
generation_jwcd_forecast_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_168
0.95
load_forecast_lag_168
0.85
load_actual_lag_168
0.85
reserve1_forecast_lag_168
0.85
Hard coal 200 generation_lag_168
0.82
Hard coal 300 generation_lag_168
0.77
Lignite 200 generation_lag_168
0.73
Lignite 300 generation_lag_168
0.70
price_lag_168
0.66
generation_jwcd_forecast_lag_24
0.63
crossborder_async_balance_actual_lag_168
0.62
load_forecast_lag_24
0.60
generation_jwcd_actual_lag_24
0.60
reserve1_forecast_lag_24
0.59

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.42
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
11396.0
7
<0.1%
16524.0
6
<0.1%
16522.0
6
<0.1%
10955.0
6
<0.1%
17879.0
6
<0.1%
11456.0
5
<0.1%
16024.0
5
<0.1%
18880.0
5
<0.1%
12145.0
5
<0.1%
18594.0
5
<0.1%
16572.0
5
<0.1%
12345.0
5
<0.1%
15874.0
5
<0.1%
17326.0
4
<0.1%
17806.0
4
<0.1%
SMALLEST VALUES
2912.0
1
<0.1%
2949.0
1
<0.1%
2962.0
1
<0.1%
3130.0
1
<0.1%
3135.0
1
<0.1%
3480.0
1
<0.1%
4023.0
1
<0.1%
4110.0
1
<0.1%
4559.0
1
<0.1%
4589.0
1
<0.1%
4641.0
1
<0.1%
4693.0
1
<0.1%
4972.0
1
<0.1%
4985.0
1
<0.1%
5015.0
1
<0.1%
LARGEST VALUES
20258.0
1
<0.1%
20090.0
1
<0.1%
20075.0
1
<0.1%
20071.0
1
<0.1%
20049.0
1
<0.1%
20023.0
1
<0.1%
20000.0
1
<0.1%
19981.0
1
<0.1%
19939.0
1
<0.1%
19936.0
1
<0.1%
19922.0
1
<0.1%
19861.0
1
<0.1%
19847.0
1
<0.1%
19841.0
1
<0.1%
19835.0
1
<0.1%
generation_njwcd_forecast_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
capacity_njwcd_forecast_lag_168
0.99
generation_njwcd_actual_lag_168
0.98
generation_wind_forecast_lag_168
0.76
Gas 200 generation_lag_168
0.75
generation_wind_actual_lag_168
0.73
Gas 200 generation_lag_24
0.72
generation_njwcd_forecast_lag_24
0.67
capacity_njwcd_forecast_lag_24
0.67
generation_njwcd_actual_lag_24
0.66
Hard coal 100 generation_lag_168
0.55
Hard coal 100 generation_lag_24
0.53
Gas 500 generation_lag_168
-0.52
Hard coal 500 generation_lag_168
-0.51
Lignite 200 available_lag_24
0.50

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.08
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
3401.0
10
0.1%
5959.0
9
0.1%
3428.0
9
0.1%
3504.0
8
<0.1%
3611.0
8
<0.1%
3529.0
8
<0.1%
6648.0
7
<0.1%
3532.0
7
<0.1%
4244.0
7
<0.1%
5798.0
7
<0.1%
3577.0
7
<0.1%
3493.0
7
<0.1%
3400.0
7
<0.1%
5808.0
7
<0.1%
3555.0
7
<0.1%
SMALLEST VALUES
2691.0
1
<0.1%
2695.0
2
<0.1%
2703.0
1
<0.1%
2714.0
1
<0.1%
2724.0
1
<0.1%
2742.0
1
<0.1%
2753.0
1
<0.1%
2767.0
1
<0.1%
2775.0
1
<0.1%
2782.0
1
<0.1%
2786.0
1
<0.1%
2794.0
1
<0.1%
2808.0
1
<0.1%
2811.0
1
<0.1%
2823.0
1
<0.1%
LARGEST VALUES
10977.0
1
<0.1%
10952.0
1
<0.1%
10949.0
1
<0.1%
10943.0
1
<0.1%
10941.0
1
<0.1%
10917.0
1
<0.1%
10858.0
1
<0.1%
10840.0
1
<0.1%
10786.0
1
<0.1%
10777.0
1
<0.1%
10759.0
1
<0.1%
10746.0
1
<0.1%
10740.0
1
<0.1%
10711.0
1
<0.1%
10692.0
1
<0.1%
generation_wind_forecast_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_wind_actual_lag_168
0.96
capacity_njwcd_forecast_lag_168
0.77
generation_njwcd_forecast_lag_168
0.76
generation_njwcd_actual_lag_168
0.73
generation_jwcd_actual_lag_168
-0.38
Hard coal 300 generation_lag_168
-0.37
generation_jwcd_forecast_lag_168
-0.36
Gas 500 generation_lag_168
-0.34
price_lag_168
-0.33
Lignite 200 generation_lag_168
-0.29
Gas 500 available_lag_168
-0.28
Gas 500 generation_lag_24
-0.27
Hard coal 200 generation_lag_168
-0.27
Gas 500 available_lag_24
-0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.08
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
282.0
15
0.2%
257.0
13
0.2%
459.0
13
0.2%
380.0
13
0.2%
373.0
12
0.1%
271.0
12
0.1%
366.0
12
0.1%
470.0
12
0.1%
423.0
12
0.1%
430.0
12
0.1%
389.0
12
0.1%
481.0
12
0.1%
226.0
11
0.1%
590.0
11
0.1%
297.0
11
0.1%
SMALLEST VALUES
37.0
2
<0.1%
41.0
1
<0.1%
44.0
4
<0.1%
45.0
1
<0.1%
47.0
2
<0.1%
49.0
2
<0.1%
51.0
1
<0.1%
52.0
2
<0.1%
54.0
4
<0.1%
55.0
3
<0.1%
56.0
1
<0.1%
57.0
1
<0.1%
58.0
2
<0.1%
59.0
3
<0.1%
60.0
3
<0.1%
LARGEST VALUES
5324.0
1
<0.1%
5322.0
1
<0.1%
5310.0
1
<0.1%
5291.0
1
<0.1%
5290.0
1
<0.1%
5274.0
1
<0.1%
5256.0
1
<0.1%
5249.0
1
<0.1%
5244.0
1
<0.1%
5242.0
1
<0.1%
5237.0
1
<0.1%
5229.0
1
<0.1%
5227.0
1
<0.1%
5225.0
1
<0.1%
5214.0
1
<0.1%
generation_solar_forecast_lag_168
MISSING:
8,592
(100%)
reserve1_forecast_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
load_forecast_lag_168
1.00
load_actual_lag_168
0.99
generation_jwcd_forecast_lag_168
0.85
Hard coal 200 generation_lag_168
0.80
generation_jwcd_actual_lag_168
0.78
load_forecast_lag_24
0.71
reserve1_forecast_lag_24
0.71
load_actual_lag_24
0.71
Lignite 200 generation_lag_168
0.64
Lignite 300 generation_lag_168
0.62
Hard coal 300 generation_lag_168
0.59
crossborder_async_balance_actual_lag_168
0.58
generation_jwcd_forecast_lag_24
0.54
SVK_IMP_lag_168
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.45
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
1962.0
26
0.3%
1967.0
26
0.3%
1969.0
24
0.3%
1951.0
24
0.3%
1998.0
23
0.3%
1424.0
22
0.3%
1985.0
22
0.3%
1895.0
22
0.3%
1911.0
22
0.3%
1460.0
22
0.3%
1978.0
21
0.2%
1422.0
21
0.2%
1892.0
21
0.2%
1898.0
20
0.2%
1937.0
20
0.2%
SMALLEST VALUES
1096.0
1
<0.1%
1106.0
1
<0.1%
1114.0
1
<0.1%
1115.0
1
<0.1%
1118.0
1
<0.1%
1122.0
1
<0.1%
1125.0
1
<0.1%
1128.0
1
<0.1%
1129.0
1
<0.1%
1132.0
1
<0.1%
1135.0
1
<0.1%
1136.0
1
<0.1%
1140.0
1
<0.1%
1142.0
1
<0.1%
1144.0
2
<0.1%
LARGEST VALUES
2368.0
1
<0.1%
2363.0
1
<0.1%
2361.0
1
<0.1%
2359.0
2
<0.1%
2357.0
1
<0.1%
2355.0
1
<0.1%
2354.0
2
<0.1%
2352.0
3
<0.1%
2345.0
2
<0.1%
2344.0
2
<0.1%
2342.0
1
<0.1%
2340.0
2
<0.1%
2337.0
1
<0.1%
2336.0
1
<0.1%
2334.0
2
<0.1%
reserve2_forecast_lag_168
MISSING:
---
TOP CATEGORIES
-500.0
8,592
100%
ALL
8,592
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
reserve2_forecast_lag_168
PROVIDES INFORMATION ON...
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00
weekday
0.00

THESE FEATURES
GIVE INFORMATION
ON reserve2_forecast_lag_168:
weekday
1.00
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
reserve2_forecast_lag_168
CORRELATION RATIO WITH...
price
0.00
month
0.00
price_lag_24
0.00
co2_price_pln_actual_lag_24
0.00
co2_price_eur_actual_lag_24
0.00
load_forecast_lag_24
0.00
capacity_jwcd_forecast_lag_24
0.00
capacity_njwcd_forecast_lag_24
0.00
generation_jwcd_forecast_lag_24
0.00
generation_njwcd_forecast_lag_24
0.00
generation_wind_forecast_lag_24
0.00
reserve1_forecast_lag_24
0.00
load_actual_lag_24
0.00
generation_jwcd_actual_lag_24
0.00
load_actual_lag_168
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
load_forecast_lag_168
0.99
reserve1_forecast_lag_168
0.99
generation_jwcd_forecast_lag_168
0.85
Hard coal 200 generation_lag_168
0.82
generation_jwcd_actual_lag_168
0.80
load_forecast_lag_24
0.72
reserve1_forecast_lag_24
0.72
load_actual_lag_24
0.71
Lignite 200 generation_lag_168
0.65
Lignite 300 generation_lag_168
0.62
Hard coal 300 generation_lag_168
0.60
crossborder_async_balance_actual_lag_168
0.57
generation_jwcd_forecast_lag_24
0.55
SVK_IMP_lag_168
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.45
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
24215.213
2
<0.1%
21595.35
2
<0.1%
19505.063000000002
2
<0.1%
15329.6
2
<0.1%
18443.9
2
<0.1%
18959.163
2
<0.1%
22345.0
2
<0.1%
17891.325
2
<0.1%
21450.475
2
<0.1%
22620.55
2
<0.1%
15762.613000000001
2
<0.1%
21219.75
2
<0.1%
16264.2
2
<0.1%
17774.913
2
<0.1%
21402.95
2
<0.1%
SMALLEST VALUES
12261.988000000001
1
<0.1%
12391.55
1
<0.1%
12411.7
1
<0.1%
12430.188
1
<0.1%
12457.413
1
<0.1%
12518.213
1
<0.1%
12550.913
1
<0.1%
12618.85
1
<0.1%
12639.363000000001
1
<0.1%
12648.463
1
<0.1%
12664.2
1
<0.1%
12705.5
1
<0.1%
12711.7
1
<0.1%
12721.838
1
<0.1%
12725.25
1
<0.1%
LARGEST VALUES
26297.15
1
<0.1%
26258.175
1
<0.1%
26220.7
1
<0.1%
26173.525
1
<0.1%
26126.487999999998
1
<0.1%
26121.938
1
<0.1%
26112.862999999998
1
<0.1%
26100.237999999998
1
<0.1%
26084.588
1
<0.1%
26081.25
1
<0.1%
26038.1
1
<0.1%
26002.287999999997
1
<0.1%
26001.425
1
<0.1%
25992.888
1
<0.1%
25979.313
1
<0.1%
generation_jwcd_actual_lag_168
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_forecast_lag_168
0.95
Hard coal 200 generation_lag_168
0.86
load_actual_lag_168
0.80
Hard coal 300 generation_lag_168
0.80
Lignite 200 generation_lag_168
0.79
load_forecast_lag_168
0.79
reserve1_forecast_lag_168
0.78
Lignite 300 generation_lag_168
0.71
price_lag_168
0.69
generation_jwcd_actual_lag_24
0.56
generation_jwcd_forecast_lag_24
0.56
price
0.53
Lignite 500 generation_lag_168
0.53
load_forecast_lag_24
0.52

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.47
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
12215.75
2
<0.1%
16519.175
2
<0.1%
14086.35
2
<0.1%
17188.038
2
<0.1%
10713.775
2
<0.1%
15340.425
2
<0.1%
14157.163
2
<0.1%
16353.813
2
<0.1%
15566.725
2
<0.1%
10882.963
2
<0.1%
16802.363
2
<0.1%
9966.288
2
<0.1%
13021.138
2
<0.1%
13725.3
2
<0.1%
11894.725
2
<0.1%
SMALLEST VALUES
5100.95
1
<0.1%
5142.675
1
<0.1%
5245.9
1
<0.1%
5333.55
1
<0.1%
5372.6630000000005
1
<0.1%
5373.863
1
<0.1%
5438.9130000000005
1
<0.1%
5540.725
1
<0.1%
5593.588000000001
1
<0.1%
5614.525
1
<0.1%
5685.225
1
<0.1%
5713.75
1
<0.1%
5726.963000000001
1
<0.1%
6046.013000000001
1
<0.1%
6060.213000000001
1
<0.1%
LARGEST VALUES
18923.913
1
<0.1%
18760.488
1
<0.1%
18621.088
1
<0.1%
18575.075
1
<0.1%
18548.375
1
<0.1%
18518.588
1
<0.1%
18496.338
1
<0.1%
18489.475
1
<0.1%
18480.75
1
<0.1%
18468.913
1
<0.1%
18455.388
1
<0.1%
18444.2
1
<0.1%
18400.55
1
<0.1%
18382.013
1
<0.1%
18341.813000000002
1
<0.1%
generation_pi_actual_lag_168
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
HPS 200 generation_lag_168
0.64
generation_jwcd_forecast_lag_168
0.49
generation_pi_actual_lag_24
0.48
load_forecast_lag_168
0.47
reserve1_forecast_lag_168
0.47
HPS 100 generation_lag_168
0.47
load_actual_lag_168
0.47
load_forecast_lag_24
0.45
reserve1_forecast_lag_24
0.45
load_actual_lag_24
0.45
generation_jwcd_forecast_lag_24
0.44
Lignite 300 generation_lag_168
0.42
generation_jwcd_actual_lag_168
0.40
crossborder_async_balance_actual_lag_168
0.39

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.07
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
-6.825
17
0.2%
-7.388
16
0.2%
-7.2379999999999995
16
0.2%
-6.7379999999999995
16
0.2%
-7.263
15
0.2%
-6.875
15
0.2%
-7.275
14
0.2%
-6.95
14
0.2%
-6.938
14
0.2%
-7.325
14
0.2%
-3.1
14
0.2%
-6.925
13
0.2%
-7.013
13
0.2%
-7.35
13
0.2%
-7.4
13
0.2%
SMALLEST VALUES
-1478.4379999999999
1
<0.1%
-1462.013
1
<0.1%
-1459.95
1
<0.1%
-1452.1
1
<0.1%
-1443.725
1
<0.1%
-1397.425
1
<0.1%
-1392.9379999999999
1
<0.1%
-1375.3629999999998
1
<0.1%
-1370.575
1
<0.1%
-1319.263
1
<0.1%
-1312.375
1
<0.1%
-1311.4129999999998
1
<0.1%
-1280.663
1
<0.1%
-1274.175
1
<0.1%
-1254.088
1
<0.1%
LARGEST VALUES
1136.05
1
<0.1%
1114.788
1
<0.1%
1072.113
1
<0.1%
1046.2
1
<0.1%
943.888
1
<0.1%
915.238
1
<0.1%
911.8380000000001
1
<0.1%
909.325
1
<0.1%
904.688
1
<0.1%
895.875
1
<0.1%
891.613
1
<0.1%
882.663
1
<0.1%
881.825
1
<0.1%
871.288
1
<0.1%
847.488
1
<0.1%
generation_irz_actual_lag_168
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 200 generation_lag_168
0.50
generation_jwcd_actual_lag_168
0.44
generation_jwcd_forecast_lag_168
0.41
price_lag_168
0.37
load_actual_lag_168
0.37
load_forecast_lag_168
0.35
reserve1_forecast_lag_168
0.35
Lignite 200 generation_lag_168
0.32
Hard coal 300 generation_lag_168
0.31
price
0.26
Lignite 300 generation_lag_168
0.25
Lignite 300 available_lag_168
0.25
generation_irz_actual_lag_24
0.22
generation_wind_actual_lag_168
-0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.36
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
2,923
34.0%
110.0
91
1.1%
109.75
91
1.1%
109.5
90
1.0%
109.25
87
1.0%
109.0
85
1.0%
109.625
81
0.9%
109.375
80
0.9%
86.8
74
0.9%
109.125
69
0.8%
109.875
52
0.6%
70.263
31
0.4%
70.225
30
0.3%
70.21300000000001
24
0.3%
70.25
24
0.3%
SMALLEST VALUES
0.0
2,923
34.0%
0.46299999999999997
1
<0.1%
0.5
1
<0.1%
0.563
1
<0.1%
0.713
1
<0.1%
0.95
1
<0.1%
0.963
1
<0.1%
1.75
1
<0.1%
1.8130000000000002
1
<0.1%
1.8630000000000002
1
<0.1%
1.875
1
<0.1%
1.8880000000000001
1
<0.1%
1.9380000000000002
1
<0.1%
1.95
1
<0.1%
2.0
1
<0.1%
LARGEST VALUES
673.15
1
<0.1%
651.2130000000001
1
<0.1%
648.788
1
<0.1%
634.188
1
<0.1%
609.325
1
<0.1%
588.988
1
<0.1%
570.2
1
<0.1%
545.288
1
<0.1%
535.5880000000001
1
<0.1%
533.113
1
<0.1%
530.163
1
<0.1%
522.425
1
<0.1%
517.9630000000001
1
<0.1%
514.763
1
<0.1%
504.838
1
<0.1%
generation_njwcd_actual_lag_168
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_njwcd_forecast_lag_168
0.98
capacity_njwcd_forecast_lag_168
0.97
generation_wind_actual_lag_168
0.75
Gas 200 generation_lag_168
0.74
generation_wind_forecast_lag_168
0.73
Gas 200 generation_lag_24
0.72
generation_njwcd_forecast_lag_24
0.67
capacity_njwcd_forecast_lag_24
0.66
generation_njwcd_actual_lag_24
0.66
Hard coal 100 generation_lag_168
0.55
Hard coal 100 generation_lag_24
0.53
Hard coal 500 generation_lag_168
-0.51
Lignite 200 available_lag_24
0.50
Gas 500 generation_lag_168
-0.50

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.08
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
4521.275
3
<0.1%
3934.85
2
<0.1%
8805.738000000001
2
<0.1%
4569.988
2
<0.1%
3379.938
2
<0.1%
6522.0
2
<0.1%
6499.3
2
<0.1%
6652.563
2
<0.1%
3944.925
2
<0.1%
7876.488
2
<0.1%
4629.688
2
<0.1%
3827.2129999999997
2
<0.1%
3779.25
2
<0.1%
5333.713000000001
2
<0.1%
9807.538
2
<0.1%
SMALLEST VALUES
2726.575
1
<0.1%
2746.775
1
<0.1%
2770.913
1
<0.1%
2772.663
1
<0.1%
2780.275
1
<0.1%
2782.6
1
<0.1%
2792.038
1
<0.1%
2824.3
1
<0.1%
2825.775
1
<0.1%
2841.55
1
<0.1%
2843.788
1
<0.1%
2844.4629999999997
1
<0.1%
2845.363
1
<0.1%
2853.113
1
<0.1%
2854.425
1
<0.1%
LARGEST VALUES
11013.238000000001
1
<0.1%
11008.938
1
<0.1%
11004.863000000001
1
<0.1%
11000.425
1
<0.1%
10986.75
1
<0.1%
10973.95
1
<0.1%
10972.888
1
<0.1%
10971.813
1
<0.1%
10958.488000000001
1
<0.1%
10946.188
1
<0.1%
10944.575
1
<0.1%
10942.1
1
<0.1%
10930.0
1
<0.1%
10910.8
1
<0.1%
10896.138
1
<0.1%
crossborder_sync_balance_actual_lag_168
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CEPS_EXP_lag_168
0.74
SEPS_EXP_lag_168
0.60
generation_jwcd_forecast_lag_168
0.38
crossborder_sync_balance_actual_lag_24
0.37
crossborder_async_balance_actual_lag_168
0.35
SVK_IMP_lag_168
0.34
50HzT_IMP_lag_168
0.34
CEPS_IMP_lag_168
0.33
crossborder_async_balance_actual_lag_24
0.33
SVK_IMP_lag_24
0.32
generation_jwcd_forecast_lag_24
0.32
SEPS_EXP_lag_24
0.30
load_forecast_lag_168
0.28
reserve1_forecast_lag_168
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.06
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
53.888000000000005
3
<0.1%
260.1
3
<0.1%
521.288
3
<0.1%
-16.075
3
<0.1%
520.288
3
<0.1%
508.225
3
<0.1%
20.1
3
<0.1%
15.725
3
<0.1%
465.663
3
<0.1%
-24.088
3
<0.1%
755.863
3
<0.1%
327.0
3
<0.1%
570.025
3
<0.1%
473.663
3
<0.1%
472.4
3
<0.1%
SMALLEST VALUES
-1823.025
1
<0.1%
-1778.775
1
<0.1%
-1773.7
1
<0.1%
-1763.85
1
<0.1%
-1749.4379999999999
1
<0.1%
-1716.075
1
<0.1%
-1713.65
1
<0.1%
-1706.8
1
<0.1%
-1677.9
1
<0.1%
-1667.138
1
<0.1%
-1666.713
1
<0.1%
-1665.85
1
<0.1%
-1650.7879999999998
1
<0.1%
-1650.475
1
<0.1%
-1646.375
1
<0.1%
LARGEST VALUES
1050.275
1
<0.1%
940.475
1
<0.1%
896.8
1
<0.1%
885.175
1
<0.1%
879.375
1
<0.1%
878.15
1
<0.1%
872.763
1
<0.1%
871.263
1
<0.1%
870.825
1
<0.1%
857.0880000000001
1
<0.1%
846.863
1
<0.1%
846.8
1
<0.1%
845.5880000000001
1
<0.1%
844.263
1
<0.1%
839.688
1
<0.1%
crossborder_async_balance_actual_lag_168
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SVK_IMP_lag_168
0.87
LIT_IMP_lag_168
0.78
LIT_EXP_lag_168
0.76
SVK_EXP_lag_168
0.71
generation_jwcd_forecast_lag_168
0.62
load_forecast_lag_168
0.58
reserve1_forecast_lag_168
0.58
load_actual_lag_168
0.57
crossborder_async_balance_actual_lag_24
0.55
load_actual_lag_24
0.50
load_forecast_lag_24
0.50
reserve1_forecast_lag_24
0.50
SVK_IMP_lag_24
0.48
generation_jwcd_forecast_lag_24
0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.18
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
1223.05
3
<0.1%
1262.0
3
<0.1%
1297.113
3
<0.1%
1293.638
3
<0.1%
1297.95
3
<0.1%
1278.65
3
<0.1%
983.775
3
<0.1%
1309.375
3
<0.1%
1297.225
3
<0.1%
-230.4
2
<0.1%
258.85
2
<0.1%
1271.688
2
<0.1%
1320.875
2
<0.1%
1012.288
2
<0.1%
683.95
2
<0.1%
SMALLEST VALUES
-938.225
1
<0.1%
-936.35
1
<0.1%
-934.138
1
<0.1%
-931.5880000000001
1
<0.1%
-927.663
1
<0.1%
-915.425
1
<0.1%
-912.313
1
<0.1%
-899.013
1
<0.1%
-890.675
1
<0.1%
-890.3380000000001
1
<0.1%
-886.813
1
<0.1%
-886.013
1
<0.1%
-884.7130000000001
1
<0.1%
-883.975
1
<0.1%
-879.663
1
<0.1%
LARGEST VALUES
1360.0
1
<0.1%
1354.5
1
<0.1%
1350.0629999999999
1
<0.1%
1349.75
1
<0.1%
1349.513
1
<0.1%
1346.7879999999998
1
<0.1%
1345.013
1
<0.1%
1343.85
1
<0.1%
1343.6629999999998
1
<0.1%
1343.5379999999998
1
<0.1%
1343.263
1
<0.1%
1342.6129999999998
1
<0.1%
1342.05
1
<0.1%
1341.9129999999998
1
<0.1%
1341.763
2
<0.1%
CEPS_EXP_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_sync_balance_actual_lag_168
0.74
SEPS_EXP_lag_168
0.55
CEPS_IMP_lag_168
0.48
generation_jwcd_forecast_lag_168
0.36
generation_jwcd_forecast_lag_24
0.32
Lignite 300 generation_lag_24
0.31
crossborder_async_balance_actual_lag_24
0.30
CEPS_EXP_lag_24
0.29
crossborder_sync_balance_actual_lag_24
0.29
SVK_IMP_lag_24
0.28
load_actual_lag_24
0.28
load_forecast_lag_24
0.28
reserve1_forecast_lag_24
0.28
load_forecast_lag_168
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.10
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
129
1.5%
-0.4
13
0.2%
-0.2
10
0.1%
-89.2
6
<0.1%
-559.4
6
<0.1%
-180.4
6
<0.1%
-291.6
6
<0.1%
-157.9
6
<0.1%
-380.7
6
<0.1%
-524.6
6
<0.1%
-78.0
6
<0.1%
-85.2
6
<0.1%
-330.6
6
<0.1%
-227.8
6
<0.1%
-347.4
5
<0.1%
SMALLEST VALUES
-1749.6
1
<0.1%
-1732.2
1
<0.1%
-1710.7
1
<0.1%
-1710.0
1
<0.1%
-1703.6
1
<0.1%
-1670.6
1
<0.1%
-1659.2
1
<0.1%
-1639.8
1
<0.1%
-1639.0
1
<0.1%
-1630.7
1
<0.1%
-1630.4
1
<0.1%
-1622.6
1
<0.1%
-1610.7
1
<0.1%
-1608.8
1
<0.1%
-1583.3
1
<0.1%
LARGEST VALUES
0.0
129
1.5%
-0.1
2
<0.1%
-0.2
10
0.1%
-0.3
3
<0.1%
-0.4
13
0.2%
-0.6
5
<0.1%
-0.7
1
<0.1%
-0.8
4
<0.1%
-0.9
2
<0.1%
-1.0
2
<0.1%
-1.2
3
<0.1%
-1.3
1
<0.1%
-1.4
3
<0.1%
-1.5
1
<0.1%
-1.6
5
<0.1%
CEPS_IMP_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CEPS_EXP_lag_168
0.48
50HzT_IMP_lag_168
-0.36
crossborder_sync_balance_actual_lag_168
0.33
SEPS_EXP_lag_168
0.31
CEPS_IMP_lag_24
0.26
price_lag_168
0.25
price_lag_24
0.23
load_actual_lag_24
0.23
reserve1_forecast_lag_24
0.22
load_forecast_lag_24
0.22
generation_jwcd_forecast_lag_24
0.22
generation_jwcd_forecast_lag_168
0.21
generation_jwcd_actual_lag_24
0.20
generation_irz_actual_lag_24
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.12
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
3,013
35.1%
0.2
176
2.0%
0.4
77
0.9%
0.8
71
0.8%
0.6
68
0.8%
1.2
40
0.5%
1.4
39
0.5%
1.0
39
0.5%
1.6
39
0.5%
2.4
37
0.4%
2.0
37
0.4%
1.8
34
0.4%
4.2
31
0.4%
2.2
29
0.3%
3.6
28
0.3%
SMALLEST VALUES
0.0
3,013
35.1%
0.1
20
0.2%
0.2
176
2.0%
0.3
4
<0.1%
0.4
77
0.9%
0.5
2
<0.1%
0.6
68
0.8%
0.7
2
<0.1%
0.8
71
0.8%
0.9
3
<0.1%
1.0
39
0.5%
1.1
10
0.1%
1.2
40
0.5%
1.4
39
0.5%
1.5
3
<0.1%
LARGEST VALUES
786.9
1
<0.1%
756.3
1
<0.1%
709.8
1
<0.1%
689.0
1
<0.1%
665.7
1
<0.1%
664.6
1
<0.1%
661.4
1
<0.1%
657.9
1
<0.1%
652.2
1
<0.1%
647.4
1
<0.1%
630.8
1
<0.1%
630.0
1
<0.1%
610.4
1
<0.1%
609.4
1
<0.1%
607.3
1
<0.1%
SEPS_EXP_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_sync_balance_actual_lag_168
0.60
CEPS_EXP_lag_168
0.55
SEPS_EXP_lag_24
0.49
Hard coal 200 available_lag_24
-0.40
Hard coal 200 available_lag_168
-0.40
capacity_jwcd_forecast_lag_168
-0.35
50HzT_IMP_lag_168
-0.33
CEPS_IMP_lag_168
0.31
crossborder_sync_balance_actual_lag_24
0.30
Hard coal 1000 available_lag_168
0.27
capacity_jwcd_forecast_lag_24
-0.27
co2_price_eur_actual_lag_24
-0.26
co2_price_pln_actual_lag_24
-0.26
co2_price_eur_actual_lag_168
-0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.10
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
264
3.1%
-0.1
10
0.1%
-0.2
8
<0.1%
-208.4
7
<0.1%
-310.7
7
<0.1%
-235.0
6
<0.1%
-254.0
6
<0.1%
-183.9
6
<0.1%
-411.3
6
<0.1%
-314.4
6
<0.1%
-253.4
6
<0.1%
-560.0
5
<0.1%
-150.1
5
<0.1%
-0.3
5
<0.1%
-469.1
5
<0.1%
SMALLEST VALUES
-1054.1
1
<0.1%
-1046.3
1
<0.1%
-1043.4
1
<0.1%
-1023.5
1
<0.1%
-1017.3
1
<0.1%
-1012.7
1
<0.1%
-1004.8
1
<0.1%
-998.7
1
<0.1%
-989.5
1
<0.1%
-983.6
1
<0.1%
-983.2
1
<0.1%
-980.2
1
<0.1%
-979.6
1
<0.1%
-976.9
2
<0.1%
-974.4
1
<0.1%
LARGEST VALUES
0.0
264
3.1%
-0.1
10
0.1%
-0.2
8
<0.1%
-0.3
5
<0.1%
-0.4
5
<0.1%
-0.5
2
<0.1%
-0.6
2
<0.1%
-0.7
4
<0.1%
-0.8
2
<0.1%
-0.9
1
<0.1%
-1.0
3
<0.1%
-1.1
2
<0.1%
-1.2
1
<0.1%
-1.3
1
<0.1%
-1.4
3
<0.1%
SEPS_IMP_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
50HzT_EXP_lag_168
-0.43
SEPS_EXP_lag_168
0.25
50HzT_IMP_lag_168
-0.22
Hard coal 100 available_lag_168
-0.19
Hard coal 200 generation_lag_168
-0.18
Hard coal 200 available_lag_168
-0.18
generation_jwcd_actual_lag_168
-0.17
Hard coal 200 available_lag_24
-0.16
Hard coal 300 generation_lag_168
-0.16
Hard coal 1000 available_lag_24
0.15
Biomass 200 generation_lag_168
-0.15
generation_jwcd_forecast_lag_168
-0.15
CEPS_EXP_lag_168
0.15
SEPS_EXP_lag_24
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.16
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
7,991
93.0%
0.1
27
0.3%
0.2
25
0.3%
0.4
19
0.2%
0.5
13
0.2%
0.3
12
0.1%
0.6
10
0.1%
1.1
9
0.1%
0.7
8
<0.1%
1.5
7
<0.1%
4.2
7
<0.1%
1.0
6
<0.1%
2.3
6
<0.1%
1.2
5
<0.1%
2.8
5
<0.1%
SMALLEST VALUES
0.0
7,991
93.0%
0.1
27
0.3%
0.2
25
0.3%
0.3
12
0.1%
0.4
19
0.2%
0.5
13
0.2%
0.6
10
0.1%
0.7
8
<0.1%
0.8
4
<0.1%
0.9
2
<0.1%
1.0
6
<0.1%
1.1
9
0.1%
1.2
5
<0.1%
1.3
3
<0.1%
1.4
3
<0.1%
LARGEST VALUES
373.5
1
<0.1%
358.8
1
<0.1%
307.9
1
<0.1%
299.6
1
<0.1%
296.5
1
<0.1%
291.0
1
<0.1%
282.1
1
<0.1%
271.9
1
<0.1%
271.2
1
<0.1%
260.9
1
<0.1%
258.6
1
<0.1%
252.3
1
<0.1%
252.2
1
<0.1%
251.4
1
<0.1%
243.2
1
<0.1%
50HzT_EXP_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SEPS_IMP_lag_168
-0.43
50HzT_IMP_lag_168
0.21
generation_jwcd_forecast_lag_168
0.15
SVK_EXP_lag_168
0.14
generation_jwcd_actual_lag_168
0.13
Hard coal 300 generation_lag_168
0.13
load_actual_lag_168
0.13
LIT_EXP_lag_168
0.13
load_forecast_lag_168
0.12
reserve1_forecast_lag_168
0.12
crossborder_async_balance_actual_lag_168
0.12
Hard coal 200 generation_lag_168
0.12
Lignite 200 generation_lag_168
0.12
SEPS_EXP_lag_168
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.10
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
8,380
97.5%
-0.15
13
0.2%
-0.2
7
<0.1%
-0.3
6
<0.1%
-1.8
5
<0.1%
-0.6
4
<0.1%
-1.2
3
<0.1%
-7.05
3
<0.1%
-0.1
3
<0.1%
-0.9
2
<0.1%
-0.45
2
<0.1%
-2.7
2
<0.1%
-1.4
2
<0.1%
-0.8
2
<0.1%
-3.0
2
<0.1%
SMALLEST VALUES
-619.95
1
<0.1%
-598.35
1
<0.1%
-590.4
1
<0.1%
-564.45
1
<0.1%
-492.75
1
<0.1%
-491.55
1
<0.1%
-477.15
1
<0.1%
-464.85
1
<0.1%
-448.65
1
<0.1%
-423.6
1
<0.1%
-409.05
1
<0.1%
-389.25
1
<0.1%
-382.35
1
<0.1%
-377.25
1
<0.1%
-347.7
1
<0.1%
LARGEST VALUES
0.0
8,380
97.5%
-0.1
3
<0.1%
-0.15
13
0.2%
-0.2
7
<0.1%
-0.3
6
<0.1%
-0.45
2
<0.1%
-0.5
1
<0.1%
-0.6
4
<0.1%
-0.75
1
<0.1%
-0.8
2
<0.1%
-0.9
2
<0.1%
-1.05
1
<0.1%
-1.2
3
<0.1%
-1.35
1
<0.1%
-1.4
2
<0.1%
50HzT_IMP_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CEPS_IMP_lag_168
-0.36
crossborder_sync_balance_actual_lag_168
0.34
SEPS_EXP_lag_168
-0.33
CEPS_EXP_lag_168
-0.25
Hard coal 200 available_lag_24
0.23
50HzT_IMP_lag_24
0.22
SEPS_IMP_lag_168
-0.22
50HzT_EXP_lag_168
0.21
Lignite 1000 generation_lag_24
0.17
Hard coal 100 generation_lag_24
-0.16
Lignite 1000 available_lag_24
0.15
generation_jwcd_forecast_lag_168
0.15
SVK_EXP_lag_168
0.14
Hard coal 200 available_lag_168
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.10
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
397
4.6%
957.15
7
<0.1%
946.2
7
<0.1%
1032.75
7
<0.1%
763.8
7
<0.1%
889.5
7
<0.1%
1052.7
6
<0.1%
992.55
6
<0.1%
949.35
6
<0.1%
678.0
6
<0.1%
1011.15
6
<0.1%
661.5
6
<0.1%
706.05
6
<0.1%
911.25
6
<0.1%
773.85
6
<0.1%
SMALLEST VALUES
0.0
397
4.6%
0.15
3
<0.1%
0.3
1
<0.1%
0.75
2
<0.1%
1.05
2
<0.1%
2.55
2
<0.1%
2.85
1
<0.1%
3.0
1
<0.1%
3.3
1
<0.1%
3.75
2
<0.1%
3.9
1
<0.1%
4.2
1
<0.1%
4.8
1
<0.1%
5.55
1
<0.1%
6.15
1
<0.1%
LARGEST VALUES
2139.3
1
<0.1%
2122.6
1
<0.1%
2029.35
1
<0.1%
2003.6
1
<0.1%
2001.05
1
<0.1%
1978.8
1
<0.1%
1978.55
1
<0.1%
1922.05
1
<0.1%
1906.0
1
<0.1%
1903.35
1
<0.1%
1898.0
1
<0.1%
1890.95
1
<0.1%
1882.85
1
<0.1%
1866.45
1
<0.1%
1865.65
1
<0.1%
SVK_EXP_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_async_balance_actual_lag_168
0.71
LIT_EXP_lag_168
0.61
SVK_IMP_lag_168
0.56
SVK_EXP_lag_24
0.50
generation_jwcd_forecast_lag_168
0.47
crossborder_async_balance_actual_lag_24
0.45
load_forecast_lag_168
0.42
reserve1_forecast_lag_168
0.42
SVK_IMP_lag_24
0.41
load_actual_lag_168
0.41
load_forecast_lag_24
0.37
generation_jwcd_forecast_lag_24
0.37
reserve1_forecast_lag_24
0.36
load_actual_lag_24
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.11
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
6,899
80.3%
-298.69
9
0.1%
-298.65
8
<0.1%
-298.68
7
<0.1%
-298.88
7
<0.1%
-298.93
6
<0.1%
-298.91
6
<0.1%
-98.31
6
<0.1%
-298.64
5
<0.1%
-298.67
5
<0.1%
-298.7
5
<0.1%
-298.87
5
<0.1%
-299.01
4
<0.1%
-98.32
4
<0.1%
-298.66
4
<0.1%
SMALLEST VALUES
-598.19
1
<0.1%
-594.78
1
<0.1%
-593.54
1
<0.1%
-593.1
1
<0.1%
-559.27
1
<0.1%
-534.59
1
<0.1%
-527.92
1
<0.1%
-520.78
1
<0.1%
-513.64
1
<0.1%
-507.92
1
<0.1%
-497.0
1
<0.1%
-495.79
1
<0.1%
-493.15
1
<0.1%
-491.64
1
<0.1%
-489.6
1
<0.1%
LARGEST VALUES
0.0
6,899
80.3%
-0.02
1
<0.1%
-0.03
1
<0.1%
-0.08
2
<0.1%
-0.09
1
<0.1%
-0.1
1
<0.1%
-0.11
1
<0.1%
-0.18
1
<0.1%
-0.19
1
<0.1%
-0.21
2
<0.1%
-0.36
1
<0.1%
-0.38
1
<0.1%
-0.4
2
<0.1%
-0.46
1
<0.1%
-0.51
1
<0.1%
SVK_IMP_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_async_balance_actual_lag_168
0.87
generation_jwcd_forecast_lag_168
0.58
SVK_EXP_lag_168
0.56
LIT_IMP_lag_168
0.55
load_forecast_lag_168
0.54
load_actual_lag_168
0.54
reserve1_forecast_lag_168
0.54
LIT_EXP_lag_168
0.50
crossborder_async_balance_actual_lag_24
0.47
load_forecast_lag_24
0.46
reserve1_forecast_lag_24
0.46
load_actual_lag_24
0.46
generation_jwcd_forecast_lag_24
0.44
SVK_IMP_lag_24
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.16
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
2,050
23.9%
597.7
473
5.5%
597.6
428
5.0%
597.8
389
4.5%
597.5
362
4.2%
597.9
328
3.8%
597.4
229
2.7%
598.0
222
2.6%
598.1
153
1.8%
597.3
143
1.7%
597.2
110
1.3%
598.2
75
0.9%
597.1
74
0.9%
597.0
59
0.7%
598.3
57
0.7%
SMALLEST VALUES
0.0
2,050
23.9%
0.1
6
<0.1%
0.2
6
<0.1%
0.3
7
<0.1%
0.4
6
<0.1%
0.5
1
<0.1%
0.6
9
0.1%
0.7
6
<0.1%
0.8
1
<0.1%
0.9
5
<0.1%
1.0
2
<0.1%
1.1
6
<0.1%
1.2
6
<0.1%
1.3
5
<0.1%
1.4
1
<0.1%
LARGEST VALUES
600.8
1
<0.1%
600.2
2
<0.1%
600.1
2
<0.1%
599.2
2
<0.1%
599.1
5
<0.1%
599.0
8
<0.1%
598.9
3
<0.1%
598.8
1
<0.1%
598.7
9
0.1%
598.6
31
0.4%
598.5
51
0.6%
598.4
45
0.5%
598.3
57
0.7%
598.2
75
0.9%
598.1
153
1.8%
UA_EXP_lag_168
MISSING:
8,592
(100%)
UA_IMP_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Gas 200 generation_lag_24
0.37
generation_njwcd_forecast_lag_24
0.34
capacity_njwcd_forecast_lag_24
0.34
generation_njwcd_actual_lag_24
0.34
Gas 200 generation_lag_168
0.33
Lignite 200 available_lag_24
0.32
capacity_njwcd_forecast_lag_168
0.31
generation_njwcd_forecast_lag_168
0.30
generation_njwcd_actual_lag_168
0.29
Lignite 200 available_lag_168
0.27
Hard coal 100 generation_lag_168
0.25
Hard coal 500 generation_lag_168
-0.25
Hard coal 100 generation_lag_24
0.21
Lignite 1000 available_lag_168
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.09
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
904
10.5%
146.619
12
0.1%
211.22099999999998
8
<0.1%
211.239
8
<0.1%
147.399
8
<0.1%
146.453
7
<0.1%
211.72
7
<0.1%
209.387
7
<0.1%
213.768
7
<0.1%
212.29
6
<0.1%
211.43900000000002
6
<0.1%
210.263
6
<0.1%
212.24900000000002
6
<0.1%
210.977
6
<0.1%
211.705
6
<0.1%
SMALLEST VALUES
0.0
904
10.5%
0.588
1
<0.1%
10.061
1
<0.1%
11.776
1
<0.1%
13.437000000000001
1
<0.1%
24.1
1
<0.1%
34.653
1
<0.1%
36.361
1
<0.1%
36.916
1
<0.1%
48.378
1
<0.1%
49.324
1
<0.1%
51.972
1
<0.1%
56.586000000000006
1
<0.1%
58.748999999999995
1
<0.1%
74.197
1
<0.1%
LARGEST VALUES
218.61900000000003
1
<0.1%
218.09099999999998
1
<0.1%
217.924
1
<0.1%
217.562
1
<0.1%
217.407
1
<0.1%
217.31400000000002
1
<0.1%
216.889
1
<0.1%
216.826
1
<0.1%
216.523
1
<0.1%
216.40099999999998
1
<0.1%
216.39700000000002
1
<0.1%
216.334
1
<0.1%
216.32299999999998
1
<0.1%
216.179
1
<0.1%
216.09
1
<0.1%
LIT_EXP_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_async_balance_actual_lag_168
0.76
SVK_EXP_lag_168
0.61
SVK_IMP_lag_168
0.50
LIT_IMP_lag_168
0.49
generation_jwcd_forecast_lag_168
0.48
load_forecast_lag_168
0.42
reserve1_forecast_lag_168
0.41
crossborder_async_balance_actual_lag_24
0.41
load_actual_lag_168
0.41
LIT_EXP_lag_24
0.37
SVK_EXP_lag_24
0.35
SVK_IMP_lag_24
0.35
load_actual_lag_24
0.34
load_forecast_lag_24
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.16
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
5,095
59.3%
-0.12
244
2.8%
-0.19
162
1.9%
-0.06
143
1.7%
-491.66
33
0.4%
-300.34
33
0.4%
-491.6
32
0.4%
-0.37
28
0.3%
-491.72
27
0.3%
-0.25
26
0.3%
-299.48
23
0.3%
-0.56
23
0.3%
-0.31
23
0.3%
-299.85
21
0.2%
-299.54
20
0.2%
SMALLEST VALUES
-495.56
1
<0.1%
-495.5
1
<0.1%
-494.69
3
<0.1%
-494.63
1
<0.1%
-494.38
1
<0.1%
-493.7
2
<0.1%
-493.64
2
<0.1%
-492.65
1
<0.1%
-492.59
3
<0.1%
-492.46
5
<0.1%
-492.4
4
<0.1%
-492.34
2
<0.1%
-492.28
4
<0.1%
-492.03
1
<0.1%
-491.91
1
<0.1%
LARGEST VALUES
0.0
5,095
59.3%
-0.06
143
1.7%
-0.12
244
2.8%
-0.19
162
1.9%
-0.25
26
0.3%
-0.31
23
0.3%
-0.37
28
0.3%
-0.43
10
0.1%
-0.5
17
0.2%
-0.56
23
0.3%
-0.62
9
0.1%
-0.68
8
<0.1%
-0.74
11
0.1%
-0.8
7
<0.1%
-0.87
8
<0.1%
LIT_IMP_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crossborder_async_balance_actual_lag_168
0.78
SVK_IMP_lag_168
0.55
LIT_EXP_lag_168
0.49
generation_jwcd_forecast_lag_168
0.45
load_forecast_lag_168
0.43
reserve1_forecast_lag_168
0.43
load_actual_lag_168
0.43
crossborder_async_balance_actual_lag_24
0.41
load_actual_lag_24
0.39
LIT_IMP_lag_24
0.39
load_forecast_lag_24
0.39
reserve1_forecast_lag_24
0.39
SVK_EXP_lag_168
0.34
SVK_IMP_lag_24
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.18
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
2,874
33.4%
0.5
122
1.4%
0.49
78
0.9%
0.51
64
0.7%
0.48
47
0.5%
0.52
32
0.4%
0.47
25
0.3%
486.05
18
0.2%
0.53
16
0.2%
0.01
16
0.2%
486.96
14
0.2%
485.99
14
0.2%
486.87
13
0.2%
0.02
12
0.1%
486.1
12
0.1%
SMALLEST VALUES
0.0
2,874
33.4%
0.01
16
0.2%
0.02
12
0.1%
0.03
6
<0.1%
0.04
9
0.1%
0.05
6
<0.1%
0.06
5
<0.1%
0.07
5
<0.1%
0.08
8
<0.1%
0.09
4
<0.1%
0.1
3
<0.1%
0.11
11
0.1%
0.12
4
<0.1%
0.13
8
<0.1%
0.14
5
<0.1%
LARGEST VALUES
491.97
1
<0.1%
490.53
1
<0.1%
490.45
1
<0.1%
490.35
1
<0.1%
490.07
1
<0.1%
489.36
1
<0.1%
489.31
1
<0.1%
489.2
1
<0.1%
489.14
1
<0.1%
489.09
1
<0.1%
489.08
1
<0.1%
489.04
2
<0.1%
489.0
1
<0.1%
488.92
1
<0.1%
488.88
1
<0.1%
generation_wind_actual_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_wind_forecast_lag_168
0.96
generation_njwcd_actual_lag_168
0.75
capacity_njwcd_forecast_lag_168
0.74
generation_njwcd_forecast_lag_168
0.73
generation_jwcd_actual_lag_168
-0.43
Hard coal 300 generation_lag_168
-0.43
generation_jwcd_forecast_lag_168
-0.38
price_lag_168
-0.37
Lignite 200 generation_lag_168
-0.36
Gas 500 generation_lag_168
-0.33
Hard coal 200 generation_lag_168
-0.32
Lignite 300 generation_lag_168
-0.29
Gas 500 available_lag_168
-0.27
Gas 500 generation_lag_24
-0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.08
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
466.76599999999996
2
<0.1%
138.52700000000002
2
<0.1%
26.079
2
<0.1%
295.185
2
<0.1%
872.852
2
<0.1%
705.0269999999999
2
<0.1%
218.64700000000002
2
<0.1%
1526.8270000000002
2
<0.1%
1071.4669999999999
2
<0.1%
883.665
2
<0.1%
423.199
2
<0.1%
259.374
2
<0.1%
2115.279
2
<0.1%
1216.33
2
<0.1%
1393.14
2
<0.1%
SMALLEST VALUES
17.631
1
<0.1%
17.769000000000002
1
<0.1%
18.442999999999998
1
<0.1%
22.357
1
<0.1%
24.639
1
<0.1%
24.869
1
<0.1%
25.191
1
<0.1%
26.079
2
<0.1%
26.419
1
<0.1%
27.369
1
<0.1%
28.807
1
<0.1%
29.569000000000003
1
<0.1%
30.154
1
<0.1%
31.570999999999998
1
<0.1%
32.117
1
<0.1%
LARGEST VALUES
5195.927
1
<0.1%
5181.05
1
<0.1%
5179.405
1
<0.1%
5147.455
1
<0.1%
5145.729
1
<0.1%
5141.965
1
<0.1%
5131.428
1
<0.1%
5121.416
1
<0.1%
5119.05
1
<0.1%
5112.641
1
<0.1%
5103.688
1
<0.1%
5101.112
1
<0.1%
5097.714
1
<0.1%
5096.553
1
<0.1%
5079.641
1
<0.1%
generation_solar_actual_lag_168
MISSING:
8,592
(100%)
Biomass 200 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Biomass 200 generation_lag_24
0.58
generation_njwcd_forecast_lag_24
-0.42
capacity_njwcd_forecast_lag_24
-0.42
generation_njwcd_actual_lag_24
-0.41
Hard coal 500 generation_lag_168
0.40
Gas 200 generation_lag_24
-0.40
Gas 500 generation_lag_24
0.39
Gas 500 available_lag_24
0.37
co2_price_pln_actual_lag_168
0.37
co2_price_pln_actual_lag_24
0.36
generation_njwcd_forecast_lag_168
-0.36
co2_price_eur_actual_lag_168
0.36
co2_price_eur_actual_lag_24
0.36
capacity_njwcd_forecast_lag_168
-0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.06
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
1,374
16.0%
192.21
30
0.3%
192.32
25
0.3%
192.07
25
0.3%
192.1
25
0.3%
191.93
23
0.3%
191.61
22
0.3%
192.43
22
0.3%
192.03
22
0.3%
192.0
22
0.3%
191.92
21
0.2%
191.75
20
0.2%
192.38
19
0.2%
191.95
19
0.2%
192.54
19
0.2%
SMALLEST VALUES
0.0
1,374
16.0%
0.16
1
<0.1%
1.01
1
<0.1%
1.05
1
<0.1%
10.21
1
<0.1%
13.47
1
<0.1%
15.35
1
<0.1%
21.43
1
<0.1%
30.52
1
<0.1%
31.53
1
<0.1%
63.8
1
<0.1%
66.12
1
<0.1%
66.85
1
<0.1%
69.09
1
<0.1%
71.68
1
<0.1%
LARGEST VALUES
207.54
1
<0.1%
207.45
1
<0.1%
207.37
1
<0.1%
207.23
1
<0.1%
207.18
1
<0.1%
207.16
2
<0.1%
207.15
1
<0.1%
207.11
1
<0.1%
207.09
1
<0.1%
207.06
1
<0.1%
207.02
1
<0.1%
207.0
1
<0.1%
206.97
1
<0.1%
206.93
1
<0.1%
206.92
1
<0.1%
Gas 200 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Gas 200 generation_lag_24
0.92
generation_njwcd_forecast_lag_168
0.75
generation_njwcd_forecast_lag_24
0.75
generation_njwcd_actual_lag_168
0.74
generation_njwcd_actual_lag_24
0.74
capacity_njwcd_forecast_lag_24
0.74
capacity_njwcd_forecast_lag_168
0.73
Hard coal 100 generation_lag_168
0.63
Hard coal 100 generation_lag_24
0.56
Lignite 200 available_lag_168
0.56
Hard coal 500 generation_lag_168
-0.56
Hard coal 500 generation_lag_24
-0.52
Lignite 200 available_lag_24
0.51
Gas 500 available_lag_24
-0.49

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.04
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
455
5.3%
146.447
9
0.1%
146.391
8
<0.1%
185.24
8
<0.1%
146.386
8
<0.1%
146.385
7
<0.1%
146.315
7
<0.1%
146.279
6
<0.1%
146.327
6
<0.1%
146.346
6
<0.1%
146.291
6
<0.1%
146.365
6
<0.1%
94.14
6
<0.1%
146.278
5
<0.1%
146.398
5
<0.1%
SMALLEST VALUES
0.0
455
5.3%
0.002
1
<0.1%
0.387
1
<0.1%
1.51
1
<0.1%
6.27
1
<0.1%
8.24
1
<0.1%
10.83
1
<0.1%
11.62
1
<0.1%
15.105
1
<0.1%
16.49
1
<0.1%
18.22
1
<0.1%
20.698
1
<0.1%
21.633000000000006
1
<0.1%
22.605
1
<0.1%
23.21
2
<0.1%
LARGEST VALUES
518.2869999999999
1
<0.1%
517.979
1
<0.1%
517.631
1
<0.1%
516.3389999999998
1
<0.1%
516.104
1
<0.1%
516.102
1
<0.1%
515.563
1
<0.1%
515.549
1
<0.1%
514.73
1
<0.1%
514.3399999999998
1
<0.1%
514.3059999999998
1
<0.1%
513.9309999999998
1
<0.1%
513.784
1
<0.1%
513.6709999999999
1
<0.1%
513.4119999999999
1
<0.1%
Gas 500 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Gas 500 available_lag_168
0.96
capacity_njwcd_forecast_lag_168
-0.52
Gas 500 generation_lag_24
0.52
Gas 500 available_lag_24
0.52
generation_njwcd_forecast_lag_168
-0.52
generation_njwcd_actual_lag_168
-0.50
Gas 200 generation_lag_24
-0.48
Gas 200 generation_lag_168
-0.47
capacity_njwcd_forecast_lag_24
-0.45
generation_njwcd_forecast_lag_24
-0.44
generation_njwcd_actual_lag_24
-0.43
Hard coal 100 generation_lag_168
-0.36
Hard coal 500 generation_lag_24
0.36
Hard coal 500 generation_lag_168
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.10
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
519
6.0%
425.87
9
0.1%
298.66
9
0.1%
505.39
9
0.1%
530.16
8
<0.1%
563.22
8
<0.1%
563.17
8
<0.1%
604.51
8
<0.1%
425.8
7
<0.1%
548.38
7
<0.1%
220.35
7
<0.1%
220.3
7
<0.1%
220.29
7
<0.1%
430.79
7
<0.1%
298.65
7
<0.1%
SMALLEST VALUES
0.0
519
6.0%
0.65
1
<0.1%
1.15
1
<0.1%
3.67
1
<0.1%
5.58
1
<0.1%
8.86
1
<0.1%
9.18
1
<0.1%
10.35
1
<0.1%
14.74
1
<0.1%
15.26
1
<0.1%
18.11
1
<0.1%
19.3
1
<0.1%
19.91
1
<0.1%
23.24
1
<0.1%
23.53
1
<0.1%
LARGEST VALUES
1063.61
1
<0.1%
1063.37
1
<0.1%
1063.28
1
<0.1%
1063.17
1
<0.1%
1062.94
1
<0.1%
1062.9
1
<0.1%
1062.85
1
<0.1%
1062.75
1
<0.1%
1062.29
1
<0.1%
1062.18
1
<0.1%
1061.48
1
<0.1%
1061.22
1
<0.1%
1060.53
1
<0.1%
1060.31
1
<0.1%
1060.15
1
<0.1%
HPS 100 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
HPS 100 generation_lag_24
0.58
generation_pi_actual_lag_168
0.47
HPS 200 generation_lag_168
0.38
reserve1_forecast_lag_168
0.32
load_forecast_lag_168
0.32
generation_pi_actual_lag_24
0.32
load_actual_lag_168
0.32
reserve1_forecast_lag_24
0.31
load_forecast_lag_24
0.31
load_actual_lag_24
0.31
generation_jwcd_forecast_lag_24
0.27
crossborder_async_balance_actual_lag_24
0.26
co2_price_pln_actual_lag_168
-0.25
co2_price_eur_actual_lag_168
-0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.02
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
5,397
62.8%
0.01
91
1.1%
0.02
21
0.2%
20.94
15
0.2%
0.29
14
0.2%
0.26
14
0.2%
0.28
12
0.1%
20.3
12
0.1%
0.3
12
0.1%
20.12
12
0.1%
0.27
12
0.1%
0.32
11
0.1%
20.02
11
0.1%
20.06
10
0.1%
20.31
10
0.1%
SMALLEST VALUES
0.0
5,397
62.8%
0.01
91
1.1%
0.02
21
0.2%
0.03
5
<0.1%
0.04
2
<0.1%
0.05
2
<0.1%
0.06
3
<0.1%
0.07
4
<0.1%
0.08
1
<0.1%
0.09
2
<0.1%
0.1
4
<0.1%
0.11
5
<0.1%
0.12
3
<0.1%
0.13
5
<0.1%
0.14
5
<0.1%
LARGEST VALUES
374.32000000000005
1
<0.1%
326.29
1
<0.1%
291.59
1
<0.1%
287.7000000000001
1
<0.1%
270.75
1
<0.1%
268.29
1
<0.1%
259.91
1
<0.1%
242.1
1
<0.1%
239.78
1
<0.1%
231.55
1
<0.1%
228.79
1
<0.1%
228.51
1
<0.1%
222.86
1
<0.1%
220.95
1
<0.1%
220.89
1
<0.1%
HPS 200 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_pi_actual_lag_168
0.64
HPS 100 generation_lag_168
0.38
load_forecast_lag_168
0.27
reserve1_forecast_lag_168
0.27
load_actual_lag_168
0.26
generation_pi_actual_lag_24
0.24
load_forecast_lag_24
0.23
reserve1_forecast_lag_24
0.23
load_actual_lag_24
0.23
HPS 100 generation_lag_24
0.22
HPS 200 generation_lag_24
0.21
crossborder_async_balance_actual_lag_24
0.18
generation_wind_forecast_lag_168
0.18
generation_jwcd_forecast_lag_24
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.04
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
6,153
71.6%
0.03
73
0.8%
0.01
47
0.5%
0.02
44
0.5%
0.04
43
0.5%
0.05
12
0.1%
0.06
9
0.1%
0.07
7
<0.1%
93.1
5
<0.1%
111.8
5
<0.1%
133.9
4
<0.1%
134.3
3
<0.1%
3.8
3
<0.1%
129.2
3
<0.1%
134.0
3
<0.1%
SMALLEST VALUES
0.0
6,153
71.6%
0.01
47
0.5%
0.02
44
0.5%
0.03
73
0.8%
0.04
43
0.5%
0.05
12
0.1%
0.06
9
0.1%
0.06999999999999999
1
<0.1%
0.07
7
<0.1%
0.08
2
<0.1%
0.1
2
<0.1%
0.11
1
<0.1%
0.14
2
<0.1%
0.16
1
<0.1%
0.17
1
<0.1%
LARGEST VALUES
908.93
1
<0.1%
901.77
1
<0.1%
808.69
1
<0.1%
798.21
1
<0.1%
790.74
1
<0.1%
778.9300000000002
1
<0.1%
773.26
1
<0.1%
768.78
1
<0.1%
766.76
1
<0.1%
764.95
1
<0.1%
758.6899999999998
1
<0.1%
754.37
1
<0.1%
750.8199999999998
1
<0.1%
742.58
1
<0.1%
742.1800000000002
1
<0.1%
Hard coal 100 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Gas 200 generation_lag_24
0.65
Gas 200 generation_lag_168
0.63
Hard coal 100 generation_lag_24
0.62
generation_njwcd_forecast_lag_24
0.58
capacity_njwcd_forecast_lag_24
0.57
generation_njwcd_actual_lag_24
0.56
generation_njwcd_forecast_lag_168
0.55
generation_njwcd_actual_lag_168
0.55
capacity_njwcd_forecast_lag_168
0.53
Lignite 200 available_lag_168
0.52
Lignite 200 available_lag_24
0.52
Gas 500 available_lag_24
-0.41
Gas 500 available_lag_168
-0.39
Gas 500 generation_lag_24
-0.39

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.10
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
607
7.1%
48.1
17
0.2%
47.3
17
0.2%
45.9
15
0.2%
46.5
15
0.2%
46.8
15
0.2%
46.9
14
0.2%
46.7
14
0.2%
45.6
14
0.2%
47.5
14
0.2%
47.1
14
0.2%
46.6
13
0.2%
46.3
13
0.2%
49.0
13
0.2%
48.6
13
0.2%
SMALLEST VALUES
0.0
607
7.1%
0.126
1
<0.1%
0.4
1
<0.1%
1.212
1
<0.1%
1.298
1
<0.1%
1.3090000000000002
1
<0.1%
2.4
1
<0.1%
5.665
1
<0.1%
6.31
1
<0.1%
9.295
1
<0.1%
13.1
1
<0.1%
13.265999999999998
1
<0.1%
13.866
1
<0.1%
14.062999999999999
1
<0.1%
16.373
1
<0.1%
LARGEST VALUES
250.19099999999997
1
<0.1%
248.104
1
<0.1%
247.688
1
<0.1%
247.572
1
<0.1%
247.57
1
<0.1%
247.21400000000003
1
<0.1%
246.38400000000001
1
<0.1%
246.364
1
<0.1%
245.632
1
<0.1%
245.326
1
<0.1%
240.944
1
<0.1%
239.61
1
<0.1%
238.72799999999998
1
<0.1%
238.082
1
<0.1%
235.898
1
<0.1%
Hard coal 1000 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
reserve1_forecast_lag_168
0.43
load_forecast_lag_168
0.43
load_actual_lag_168
0.43
generation_jwcd_actual_lag_168
0.43
generation_jwcd_forecast_lag_168
0.39
Lignite 200 generation_lag_168
0.34
reserve1_forecast_lag_24
0.33
load_forecast_lag_24
0.33
load_actual_lag_24
0.32
Hard coal 200 generation_lag_168
0.31
Lignite 300 generation_lag_168
0.28
capacity_jwcd_forecast_lag_168
0.28
Lignite 300 generation_lag_24
0.26
Hard coal 1000 generation_lag_24
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.23
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
1,438
16.7%
930.02
6
<0.1%
930.6
6
<0.1%
447.22
6
<0.1%
931.25
5
<0.1%
931.49
5
<0.1%
932.4
5
<0.1%
934.32
5
<0.1%
931.16
5
<0.1%
932.26
5
<0.1%
931.87
5
<0.1%
929.16
5
<0.1%
934.5
5
<0.1%
935.1
4
<0.1%
931.24
4
<0.1%
SMALLEST VALUES
0.0
1,438
16.7%
0.11
1
<0.1%
0.14
2
<0.1%
0.15
1
<0.1%
0.17
1
<0.1%
0.21
1
<0.1%
0.33
1
<0.1%
0.38
1
<0.1%
0.43
1
<0.1%
0.53
1
<0.1%
0.6
1
<0.1%
0.69
1
<0.1%
0.95
1
<0.1%
1.68
1
<0.1%
3.25
1
<0.1%
LARGEST VALUES
1024.83
1
<0.1%
1018.82
1
<0.1%
1018.56
1
<0.1%
1014.95
1
<0.1%
1014.94
1
<0.1%
1014.87
1
<0.1%
1013.09
1
<0.1%
1013.03
1
<0.1%
1011.94
1
<0.1%
1011.71
1
<0.1%
1011.67
1
<0.1%
1010.86
1
<0.1%
1010.77
1
<0.1%
1010.65
1
<0.1%
1010.47
1
<0.1%
Hard coal 200 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_168
0.86
generation_jwcd_forecast_lag_168
0.82
load_actual_lag_168
0.82
load_forecast_lag_168
0.80
reserve1_forecast_lag_168
0.80
Lignite 200 generation_lag_168
0.67
price_lag_168
0.63
Hard coal 300 generation_lag_168
0.61
generation_irz_actual_lag_168
0.50
load_forecast_lag_24
0.47
reserve1_forecast_lag_24
0.47
load_actual_lag_24
0.47
Lignite 300 generation_lag_168
0.46
Lignite 500 generation_lag_168
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.56
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
4669.981999999999
2
<0.1%
6406.914000000001
2
<0.1%
5529.973000000001
1
<0.1%
6131.437000000001
1
<0.1%
4501.058
1
<0.1%
3694.148
1
<0.1%
5794.289000000002
1
<0.1%
6134.377
1
<0.1%
3681.4860000000012
1
<0.1%
6207.700999999997
1
<0.1%
6436.5869999999995
1
<0.1%
4632.4749999999985
1
<0.1%
4101.728
1
<0.1%
5483.8629999999985
1
<0.1%
3764.539
1
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
2816.1070000000004
1
<0.1%
2822.76
1
<0.1%
2828.7659999999996
1
<0.1%
2829.8859999999995
1
<0.1%
2839.7340000000004
1
<0.1%
2845.5879999999997
1
<0.1%
2852.2410000000004
1
<0.1%
2857.7960000000007
1
<0.1%
2868.6539999999986
1
<0.1%
2871.441
1
<0.1%
2876.777
1
<0.1%
2877.4659999999994
1
<0.1%
2879.099
1
<0.1%
2879.682
1
<0.1%
LARGEST VALUES
9447.572
1
<0.1%
9266.306000000002
1
<0.1%
9131.135000000002
1
<0.1%
9130.101
1
<0.1%
9108.802
1
<0.1%
9104.712
1
<0.1%
9102.624
1
<0.1%
9063.850999999997
1
<0.1%
9042.994000000002
1
<0.1%
8989.707000000002
1
<0.1%
8960.033999999998
1
<0.1%
8928.132000000001
1
<0.1%
8861.804000000002
1
<0.1%
8844.034999999998
1
<0.1%
8821.475999999999
1
<0.1%
Hard coal 300 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_168
0.80
generation_jwcd_forecast_lag_168
0.77
Lignite 200 generation_lag_168
0.65
Hard coal 200 generation_lag_168
0.61
load_actual_lag_168
0.60
load_forecast_lag_168
0.59
reserve1_forecast_lag_168
0.59
price_lag_168
0.58
Lignite 300 generation_lag_168
0.57
generation_jwcd_forecast_lag_24
0.51
generation_jwcd_actual_lag_24
0.50
Hard coal 300 generation_lag_24
0.47
Lignite 500 generation_lag_168
0.47
price
0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.24
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
866.45
3
<0.1%
500.54
3
<0.1%
375.3
3
<0.1%
1372.36
3
<0.1%
731.53
3
<0.1%
542.79
3
<0.1%
1017.16
3
<0.1%
1046.37
3
<0.1%
623.79
3
<0.1%
1394.83
3
<0.1%
1051.5
3
<0.1%
721.1500000000002
3
<0.1%
1024.54
2
<0.1%
1021.38
2
<0.1%
1036.45
2
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
178.44
1
<0.1%
178.52
1
<0.1%
183.92
1
<0.1%
185.45
1
<0.1%
187.92
1
<0.1%
188.2
1
<0.1%
188.58
1
<0.1%
189.02
1
<0.1%
190.99
1
<0.1%
191.97
1
<0.1%
194.38
1
<0.1%
197.59
1
<0.1%
197.89
1
<0.1%
198.71
1
<0.1%
LARGEST VALUES
1448.83
1
<0.1%
1447.91
1
<0.1%
1439.9800000000002
1
<0.1%
1439.88
1
<0.1%
1435.71
1
<0.1%
1435.2
1
<0.1%
1433.9
1
<0.1%
1433.87
1
<0.1%
1432.5200000000002
1
<0.1%
1431.87
1
<0.1%
1430.9399999999996
1
<0.1%
1430.16
1
<0.1%
1429.29
1
<0.1%
1429.2
1
<0.1%
1429.1699999999996
1
<0.1%
Hard coal 500 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 500 generation_lag_24
0.70
Hard coal 500 available_lag_168
0.64
Gas 200 generation_lag_24
-0.61
Gas 200 generation_lag_168
-0.56
capacity_njwcd_forecast_lag_168
-0.52
generation_njwcd_forecast_lag_168
-0.51
generation_njwcd_actual_lag_168
-0.51
capacity_njwcd_forecast_lag_24
-0.51
generation_njwcd_forecast_lag_24
-0.49
generation_njwcd_actual_lag_24
-0.48
Biomass 200 generation_lag_24
0.44
Hard coal 100 generation_lag_24
-0.42
Hard coal 500 available_lag_24
0.41
Biomass 200 generation_lag_168
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.12
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
1,648
19.2%
440.0
60
0.7%
445.0
59
0.7%
441.0
52
0.6%
439.0
50
0.6%
435.0
44
0.5%
405.0
44
0.5%
444.0
44
0.5%
442.0
43
0.5%
433.0
43
0.5%
403.0
43
0.5%
443.0
41
0.5%
436.0
40
0.5%
429.0
39
0.5%
432.0
39
0.5%
SMALLEST VALUES
0.0
1,648
19.2%
0.9
1
<0.1%
5.0
1
<0.1%
8.6
1
<0.1%
9.0
1
<0.1%
11.0
1
<0.1%
13.0
1
<0.1%
19.2
1
<0.1%
35.0
1
<0.1%
36.0
1
<0.1%
39.0
1
<0.1%
47.0
1
<0.1%
56.0
1
<0.1%
57.6
1
<0.1%
60.0
1
<0.1%
LARGEST VALUES
987.7
1
<0.1%
985.5
1
<0.1%
984.7
1
<0.1%
984.0
2
<0.1%
982.7
1
<0.1%
981.8
1
<0.1%
981.6
1
<0.1%
981.3
2
<0.1%
981.1
1
<0.1%
980.2
1
<0.1%
980.0
1
<0.1%
979.9
2
<0.1%
979.6
1
<0.1%
979.4
1
<0.1%
979.2
2
<0.1%
Lignite 1000 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Lignite 1000 available_lag_168
0.90
load_actual_lag_168
0.32
generation_jwcd_actual_lag_168
0.31
load_forecast_lag_168
0.31
reserve1_forecast_lag_168
0.31
Lignite 1000 generation_lag_24
0.30
Hard coal 200 generation_lag_168
0.30
generation_jwcd_forecast_lag_168
0.28
Lignite 1000 available_lag_24
0.27
Lignite 200 generation_lag_168
0.23
Lignite 200 generation_lag_24
0.20
UA_IMP_lag_168
0.20
Hard coal 200 generation_lag_24
0.19
load_actual_lag_24
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.23
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
629
7.3%
795.59
9
0.1%
796.05
9
0.1%
794.98
9
0.1%
798.43
9
0.1%
794.38
9
0.1%
797.85
9
0.1%
794.29
8
<0.1%
797.56
8
<0.1%
796.5
8
<0.1%
797.71
8
<0.1%
793.98
8
<0.1%
798.92
8
<0.1%
797.08
8
<0.1%
797.23
8
<0.1%
SMALLEST VALUES
0.0
629
7.3%
0.84
1
<0.1%
2.84
1
<0.1%
4.8
1
<0.1%
7.48
1
<0.1%
7.76
1
<0.1%
10.44
1
<0.1%
52.11
1
<0.1%
62.08
1
<0.1%
70.05
1
<0.1%
71.84
1
<0.1%
91.13
1
<0.1%
126.75
1
<0.1%
157.32
1
<0.1%
160.02
1
<0.1%
LARGEST VALUES
805.75
1
<0.1%
805.71
1
<0.1%
805.66
1
<0.1%
805.58
1
<0.1%
805.57
1
<0.1%
805.45
1
<0.1%
805.32
1
<0.1%
805.25
1
<0.1%
805.16
1
<0.1%
805.1
2
<0.1%
805.05
1
<0.1%
805.04
1
<0.1%
805.01
1
<0.1%
804.89
1
<0.1%
804.87
1
<0.1%
Lignite 200 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_168
0.79
generation_jwcd_forecast_lag_168
0.73
Hard coal 200 generation_lag_168
0.67
load_actual_lag_168
0.65
Hard coal 300 generation_lag_168
0.65
load_forecast_lag_168
0.64
reserve1_forecast_lag_168
0.64
Lignite 300 generation_lag_168
0.55
price_lag_168
0.54
load_forecast_lag_24
0.49
reserve1_forecast_lag_24
0.49
load_actual_lag_24
0.49
generation_jwcd_forecast_lag_24
0.47
Lignite 200 generation_lag_24
0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.30
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
1345.65
3
<0.1%
817.73
3
<0.1%
1169.47
3
<0.1%
1179.19
3
<0.1%
1056.66
3
<0.1%
1173.06
3
<0.1%
1065.22
3
<0.1%
1071.57
3
<0.1%
1271.91
3
<0.1%
1176.82
2
<0.1%
1357.47
2
<0.1%
1225.74
2
<0.1%
1035.66
2
<0.1%
1109.43
2
<0.1%
910.75
2
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
394.75
1
<0.1%
398.84
1
<0.1%
418.26
1
<0.1%
428.0
1
<0.1%
449.01
1
<0.1%
454.22
1
<0.1%
461.78
1
<0.1%
463.56000000000006
1
<0.1%
474.44
1
<0.1%
477.66
1
<0.1%
480.25
1
<0.1%
484.49
1
<0.1%
485.94
1
<0.1%
489.18
1
<0.1%
LARGEST VALUES
1944.49
1
<0.1%
1879.97
1
<0.1%
1871.85
1
<0.1%
1862.71
1
<0.1%
1849.59
1
<0.1%
1841.28
1
<0.1%
1839.95
1
<0.1%
1833.24
1
<0.1%
1829.08
1
<0.1%
1827.13
1
<0.1%
1817.98
1
<0.1%
1816.49
2
<0.1%
1816.33
1
<0.1%
1816.05
1
<0.1%
1812.39
1
<0.1%
Lignite 300 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_168
0.71
generation_jwcd_forecast_lag_168
0.70
load_actual_lag_168
0.62
reserve1_forecast_lag_168
0.62
load_forecast_lag_168
0.62
Hard coal 300 generation_lag_168
0.57
Lignite 300 generation_lag_24
0.56
Lignite 200 generation_lag_168
0.55
Lignite 300 available_lag_168
0.52
load_forecast_lag_24
0.48
reserve1_forecast_lag_24
0.48
generation_jwcd_forecast_lag_24
0.48
load_actual_lag_24
0.47
Hard coal 200 generation_lag_168
0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.19
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
3494.74
3
<0.1%
3124.15
3
<0.1%
2624.26
3
<0.1%
3854.01
3
<0.1%
3879.87
3
<0.1%
3217.46
3
<0.1%
2063.01
2
<0.1%
2817.32
2
<0.1%
3909.69
2
<0.1%
3199.63
2
<0.1%
3036.9500000000007
2
<0.1%
3143.34
2
<0.1%
2541.26
2
<0.1%
2212.1
2
<0.1%
3060.54
2
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
1051.54
1
<0.1%
1064.6
1
<0.1%
1101.66
1
<0.1%
1115.33
1
<0.1%
1140.69
1
<0.1%
1205.11
1
<0.1%
1211.89
1
<0.1%
1213.01
1
<0.1%
1220.13
1
<0.1%
1225.7800000000002
1
<0.1%
1230.94
1
<0.1%
1238.85
1
<0.1%
1242.2600000000002
1
<0.1%
1248.47
1
<0.1%
LARGEST VALUES
4187.469999999998
1
<0.1%
4184.71
1
<0.1%
4184.040000000001
1
<0.1%
4182.76
1
<0.1%
4179.04
1
<0.1%
4178.95
1
<0.1%
4177.84
1
<0.1%
4177.63
1
<0.1%
4177.3
1
<0.1%
4177.09
1
<0.1%
4170.609999999999
1
<0.1%
4165.33
1
<0.1%
4164.56
1
<0.1%
4162.67
1
<0.1%
4162.33
1
<0.1%
Lignite 500 generation_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_jwcd_actual_lag_168
0.53
generation_jwcd_forecast_lag_168
0.50
Hard coal 300 generation_lag_168
0.47
Hard coal 200 generation_lag_168
0.43
price_lag_168
0.41
load_actual_lag_168
0.39
load_forecast_lag_168
0.38
reserve1_forecast_lag_168
0.37
Lignite 500 generation_lag_24
0.37
price
0.34
Lignite 200 generation_lag_168
0.33
Lignite 300 generation_lag_168
0.33
generation_jwcd_forecast_lag_24
0.30
generation_jwcd_actual_lag_24
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.27
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
0.0
689
8.0%
202.2
23
0.3%
203.0
21
0.2%
200.6
20
0.2%
208.8
20
0.2%
211.3
20
0.2%
207.7
19
0.2%
202.5
19
0.2%
204.5
19
0.2%
200.3
19
0.2%
203.2
19
0.2%
202.6
19
0.2%
204.7
18
0.2%
200.7
18
0.2%
206.4
18
0.2%
SMALLEST VALUES
0.0
689
8.0%
0.3
2
<0.1%
0.4
1
<0.1%
0.5
1
<0.1%
5.8
1
<0.1%
9.0
1
<0.1%
9.8
1
<0.1%
12.2
1
<0.1%
22.7
1
<0.1%
25.6
1
<0.1%
25.8
1
<0.1%
28.7
1
<0.1%
35.9
1
<0.1%
38.5
1
<0.1%
41.7
1
<0.1%
LARGEST VALUES
448.2
1
<0.1%
448.0
2
<0.1%
447.9
1
<0.1%
447.7
1
<0.1%
447.5
1
<0.1%
447.4
1
<0.1%
447.2
2
<0.1%
447.1
2
<0.1%
446.9
2
<0.1%
446.7
1
<0.1%
446.4
1
<0.1%
446.2
1
<0.1%
446.1
1
<0.1%
446.0
2
<0.1%
445.9
1
<0.1%
Gas 500 available_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Gas 500 generation_lag_168
0.96
Gas 500 available_lag_24
0.55
Gas 500 generation_lag_24
0.52
capacity_njwcd_forecast_lag_168
-0.50
Gas 200 generation_lag_24
-0.50
generation_njwcd_forecast_lag_168
-0.49
Gas 200 generation_lag_168
-0.49
generation_njwcd_actual_lag_168
-0.47
capacity_njwcd_forecast_lag_24
-0.46
generation_njwcd_forecast_lag_24
-0.44
generation_njwcd_actual_lag_24
-0.44
Hard coal 100 generation_lag_168
-0.39
Hard coal 500 generation_lag_24
0.35
Hard coal 100 generation_lag_24
-0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.09
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
447.0
522
6.1%
872.0
383
4.5%
877.0
321
3.7%
1017.0
199
2.3%
1007.0
184
2.1%
1012.0
183
2.1%
1162.0
177
2.1%
1002.0
163
1.9%
1022.0
157
1.8%
997.0
147
1.7%
882.0
131
1.5%
992.0
129
1.5%
1432.0
129
1.5%
1167.0
127
1.5%
1027.0
127
1.5%
SMALLEST VALUES
447.0
522
6.1%
458.5
1
<0.1%
472.0
3
<0.1%
472.8
1
<0.1%
474.0
12
0.1%
482.0
1
<0.1%
487.0
1
<0.1%
507.0
1
<0.1%
514.5
1
<0.1%
547.0
23
0.3%
562.0
1
<0.1%
567.0
1
<0.1%
591.25
1
<0.1%
593.0
1
<0.1%
597.0
2
<0.1%
LARGEST VALUES
1512.0
4
<0.1%
1507.0
6
<0.1%
1497.0
8
<0.1%
1492.0
39
0.5%
1487.0
13
0.2%
1485.0
6
<0.1%
1484.0
3
<0.1%
1482.0
4
<0.1%
1481.0
1
<0.1%
1480.0
2
<0.1%
1479.5
1
<0.1%
1478.0
6
<0.1%
1477.0
21
0.2%
1475.0
15
0.2%
1472.0
1
<0.1%
Hard coal 100 available_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 100 available_lag_24
0.39
Hard coal 100 generation_lag_168
0.34
Hard coal 100 generation_lag_24
0.26
Lignite 200 generation_lag_24
0.25
Hard coal 1000 available_lag_168
-0.24
Hard coal 200 available_lag_168
0.23
Hard coal 1000 available_lag_24
-0.23
Lignite 200 available_lag_24
0.23
Hard coal 200 generation_lag_24
0.19
SEPS_IMP_lag_168
-0.19
Hard coal 300 generation_lag_168
0.18
SEPS_EXP_lag_24
-0.17
SEPS_EXP_lag_168
-0.17
Hard coal 500 available_lag_168
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.07
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
200.0
6,159
71.7%
100.0
840
9.8%
150.0
463
5.4%
155.0
205
2.4%
160.0
126
1.5%
194.0
92
1.1%
195.0
77
0.9%
192.0
73
0.8%
196.0
70
0.8%
185.0
57
0.7%
170.0
55
0.6%
140.0
46
0.5%
190.0
37
0.4%
197.0
31
0.4%
175.0
27
0.3%
SMALLEST VALUES
100.0
840
9.8%
100.6
1
<0.1%
109.35
4
<0.1%
114.1
1
<0.1%
116.22
3
<0.1%
125.0
2
<0.1%
128.45
4
<0.1%
133.12
1
<0.1%
135.0
3
<0.1%
140.0
46
0.5%
145.0
11
0.1%
150.0
463
5.4%
152.5
1
<0.1%
155.0
205
2.4%
157.5
2
<0.1%
LARGEST VALUES
200.0
6,159
71.7%
198.75
1
<0.1%
198.5
10
0.1%
198.0
10
0.1%
197.75
1
<0.1%
197.5
11
0.1%
197.0
31
0.4%
196.5
5
<0.1%
196.25
7
<0.1%
196.0
70
0.8%
195.5
3
<0.1%
195.0
77
0.9%
194.75
1
<0.1%
194.0
92
1.1%
193.5
1
<0.1%
Hard coal 1000 available_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 1000 available_lag_24
0.87
month
-0.83
co2_price_pln_actual_lag_24
-0.77
co2_price_eur_actual_lag_24
-0.77
co2_price_pln_actual_lag_168
-0.77
co2_price_eur_actual_lag_168
-0.76
Hard coal 500 available_lag_24
0.53
Hard coal 500 available_lag_168
0.49
price_lag_168
-0.32
Hard coal 200 available_lag_24
-0.31
SEPS_EXP_lag_24
0.31
SEPS_EXP_lag_168
0.27
price_lag_24
-0.27
Hard coal 200 available_lag_168
-0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.06
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
3795.0
2,807
32.7%
1085.0
965
11.2%
2895.0
932
10.8%
1985.0
910
10.6%
2720.0
792
9.2%
1820.0
313
3.6%
910.0
242
2.8%
2795.0
218
2.5%
1935.0
211
2.5%
2660.0
196
2.3%
3150.0
129
1.5%
3320.0
127
1.5%
2595.0
73
0.8%
2585.0
73
0.8%
3395.0
48
0.6%
SMALLEST VALUES
10.0
31
0.4%
48.25
1
<0.1%
197.5
1
<0.1%
269.3499999999999
1
<0.1%
278.75
2
<0.1%
306.8499999999999
1
<0.1%
440.0
7
<0.1%
450.59999999999985
2
<0.1%
547.5
1
<0.1%
685.0
2
<0.1%
710.0
15
0.2%
734.25
1
<0.1%
760.0
1
<0.1%
785.0
1
<0.1%
860.0
2
<0.1%
LARGEST VALUES
3795.0
2,807
32.7%
3757.5
1
<0.1%
3751.25
3
<0.1%
3745.0
1
<0.1%
3732.5
2
<0.1%
3720.0
3
<0.1%
3707.5
3
<0.1%
3695.0
3
<0.1%
3682.5
2
<0.1%
3676.25
5
<0.1%
3657.5
1
<0.1%
3651.25
1
<0.1%
3645.0
1
<0.1%
3633.75
4
<0.1%
3632.5
1
<0.1%
Hard coal 200 available_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 200 available_lag_24
0.50
capacity_jwcd_forecast_lag_168
0.48
SEPS_EXP_lag_168
-0.40
Biomass 200 generation_lag_168
0.32
SEPS_EXP_lag_24
-0.30
Hard coal 500 available_lag_24
-0.29
Hard coal 200 generation_lag_168
0.26
Hard coal 1000 available_lag_24
-0.26
Hard coal 1000 available_lag_168
-0.26
Hard coal 100 available_lag_24
0.25
capacity_jwcd_forecast_lag_24
0.25
month
0.25
Biomass 200 generation_lag_24
0.25
co2_price_pln_actual_lag_24
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.24
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
11504.0
54
0.6%
10732.0
49
0.6%
11284.0
41
0.5%
10727.0
38
0.4%
11200.0
38
0.4%
11272.0
35
0.4%
10843.0
35
0.4%
11792.0
33
0.4%
10994.0
33
0.4%
10671.0
32
0.4%
11848.0
31
0.4%
11599.0
31
0.4%
11506.0
31
0.4%
11478.0
31
0.4%
11409.0
30
0.3%
SMALLEST VALUES
9607.0
1
<0.1%
9648.0
2
<0.1%
9649.0
1
<0.1%
9654.0
2
<0.1%
9654.25
1
<0.1%
9659.5
1
<0.1%
9666.0
2
<0.1%
9673.0
3
<0.1%
9688.0
4
<0.1%
9701.0
2
<0.1%
9722.0
1
<0.1%
9732.0
10
0.1%
9741.57
1
<0.1%
9746.57
1
<0.1%
9747.0
1
<0.1%
LARGEST VALUES
12336.0
6
<0.1%
12322.0
4
<0.1%
12316.0
2
<0.1%
12312.0
3
<0.1%
12294.5
1
<0.1%
12291.0
28
0.3%
12280.0
1
<0.1%
12278.5
1
<0.1%
12277.25
1
<0.1%
12268.5
1
<0.1%
12266.0
3
<0.1%
12256.0
4
<0.1%
12246.85
1
<0.1%
12246.0
2
<0.1%
12240.0
4
<0.1%
Hard coal 500 available_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 500 available_lag_24
0.68
Hard coal 500 generation_lag_168
0.64
Hard coal 1000 available_lag_168
0.49
Hard coal 1000 available_lag_24
0.48
Gas 200 generation_lag_24
-0.44
Hard coal 500 generation_lag_24
0.44
month
-0.42
Gas 200 generation_lag_168
-0.38
Hard coal 100 generation_lag_168
-0.31
Hard coal 100 generation_lag_24
-0.30
capacity_njwcd_forecast_lag_168
-0.29
generation_njwcd_forecast_lag_168
-0.29
capacity_njwcd_forecast_lag_24
-0.29
generation_njwcd_forecast_lag_24
-0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.04
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
1032.0
2,201
25.6%
572.0
1,887
22.0%
1012.0
696
8.1%
472.0
654
7.6%
12.0
448
5.2%
992.0
277
3.2%
982.0
271
3.2%
972.0
234
2.7%
1002.0
181
2.1%
442.0
132
1.5%
942.0
128
1.5%
952.0
107
1.2%
962.0
68
0.8%
422.0
67
0.8%
242.0
62
0.7%
SMALLEST VALUES
12.0
448
5.2%
27.75
1
<0.1%
42.0
1
<0.1%
55.6199999999999
2
<0.1%
67.15000000000009
1
<0.1%
82.0
1
<0.1%
93.59999999999992
1
<0.1%
102.0
2
<0.1%
124.5
1
<0.1%
132.0
6
<0.1%
137.81999999999994
2
<0.1%
152.0
1
<0.1%
172.0
1
<0.1%
175.70000000000005
1
<0.1%
196.0
23
0.3%
LARGEST VALUES
1562.0
2
<0.1%
1319.45
1
<0.1%
1267.0
1
<0.1%
1188.62
1
<0.1%
1083.6
1
<0.1%
1082.77
1
<0.1%
1032.0
2,201
25.6%
1029.5
3
<0.1%
1027.0
3
<0.1%
1024.5
4
<0.1%
1022.0
57
0.7%
1020.75
1
<0.1%
1019.5
2
<0.1%
1017.0
18
0.2%
1016.0
1
<0.1%
Lignite 200 available_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Lignite 200 available_lag_24
0.64
Gas 200 generation_lag_24
0.61
Gas 200 generation_lag_168
0.56
Hard coal 100 generation_lag_24
0.56
Hard coal 100 generation_lag_168
0.52
generation_njwcd_forecast_lag_24
0.52
generation_njwcd_actual_lag_24
0.51
capacity_njwcd_forecast_lag_24
0.50
generation_njwcd_forecast_lag_168
0.49
generation_njwcd_actual_lag_168
0.48
capacity_njwcd_forecast_lag_168
0.48
Gas 500 available_lag_24
-0.40
Hard coal 500 generation_lag_24
-0.38
Gas 500 generation_lag_24
-0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.04
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
2327.0
774
9.0%
1892.0
761
8.9%
2092.0
647
7.5%
2127.0
579
6.7%
1609.0
442
5.1%
1815.0
299
3.5%
1870.0
245
2.9%
1811.0
237
2.8%
1866.0
195
2.3%
1872.0
184
2.1%
1554.0
173
2.0%
1635.0
141
1.6%
1992.0
135
1.6%
1807.0
126
1.5%
2072.0
114
1.3%
SMALLEST VALUES
1009.0
2
<0.1%
1019.0
2
<0.1%
1068.0
4
<0.1%
1083.77
1
<0.1%
1084.0
1
<0.1%
1109.0
5
<0.1%
1116.15
1
<0.1%
1124.25
1
<0.1%
1143.67
1
<0.1%
1151.0
8
<0.1%
1180.25
1
<0.1%
1193.4
1
<0.1%
1201.0
1
<0.1%
1209.0
9
0.1%
1218.5
1
<0.1%
LARGEST VALUES
2327.0
774
9.0%
2312.62
1
<0.1%
2302.0
2
<0.1%
2301.0
14
0.2%
2292.0
7
<0.1%
2291.75
1
<0.1%
2288.75
1
<0.1%
2277.05
1
<0.1%
2277.0
1
<0.1%
2272.0
7
<0.1%
2269.35
1
<0.1%
2248.85
1
<0.1%
2227.32
1
<0.1%
2227.0
1
<0.1%
2217.0
1
<0.1%
Lignite 300 available_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Lignite 300 generation_lag_168
0.52
Lignite 300 available_lag_24
0.50
capacity_jwcd_forecast_lag_168
0.46
reserve1_forecast_lag_168
0.33
load_forecast_lag_168
0.33
load_actual_lag_168
0.32
capacity_jwcd_forecast_lag_24
0.29
Gas 200 generation_lag_168
0.27
generation_jwcd_actual_lag_168
0.26
generation_irz_actual_lag_168
0.25
Hard coal 200 generation_lag_168
0.24
Lignite 300 generation_lag_24
0.23
generation_jwcd_forecast_lag_168
0.23
Gas 200 generation_lag_24
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.39
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
3854.0
1,596
18.6%
4614.0
1,199
14.0%
4244.0
952
11.1%
3484.0
447
5.2%
3850.0
287
3.3%
3464.0
241
2.8%
4224.0
239
2.8%
4220.0
219
2.5%
3094.0
180
2.1%
3864.0
167
1.9%
3874.0
144
1.7%
3474.0
123
1.4%
4234.0
110
1.3%
4079.0
97
1.1%
3114.0
97
1.1%
SMALLEST VALUES
2304.0
7
<0.1%
2324.0
2
<0.1%
2419.0
1
<0.1%
2432.4
1
<0.1%
2466.6
1
<0.1%
2499.0
1
<0.1%
2554.0
1
<0.1%
2684.0
36
0.4%
2700.0
9
0.1%
2704.0
34
0.4%
2714.0
21
0.2%
2724.02
1
<0.1%
2737.0
1
<0.1%
2747.0
2
<0.1%
2754.2
1
<0.1%
LARGEST VALUES
4614.0
1,199
14.0%
4609.0
1
<0.1%
4601.5
2
<0.1%
4594.0
10
0.1%
4584.0
2
<0.1%
4581.5
6
<0.1%
4576.5
1
<0.1%
4574.0
15
0.2%
4571.5
1
<0.1%
4566.5
2
<0.1%
4564.0
8
<0.1%
4554.0
22
0.3%
4549.0
4
<0.1%
4544.0
4
<0.1%
4541.5
1
<0.1%
Hard coal 300 available_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hard coal 300 available_lag_24
0.41
capacity_jwcd_forecast_lag_168
0.33
co2_price_eur_actual_lag_168
-0.33
co2_price_pln_actual_lag_168
-0.33
Hard coal 300 generation_lag_168
0.31
month
-0.29
co2_price_eur_actual_lag_24
-0.28
co2_price_pln_actual_lag_24
-0.28
Hard coal 100 generation_lag_24
0.28
Hard coal 100 generation_lag_168
0.27
Hard coal 100 available_lag_24
0.24
Lignite 300 available_lag_168
0.22
Hard coal 1000 available_lag_24
0.20
Hard coal 1000 available_lag_168
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.18
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
1532.0
3,996
46.5%
1149.0
1,336
15.5%
1152.0
748
8.7%
1329.0
409
4.8%
1146.0
391
4.6%
1529.0
183
2.1%
949.0
156
1.8%
963.0
89
1.0%
943.0
43
0.5%
1126.0
34
0.4%
769.0
34
0.4%
1439.0
33
0.4%
1346.0
31
0.4%
1409.0
29
0.3%
1446.0
29
0.3%
SMALLEST VALUES
540.0
2
<0.1%
563.0
13
0.2%
570.5
1
<0.1%
638.0
2
<0.1%
668.0
1
<0.1%
690.0
1
<0.1%
720.0
8
<0.1%
740.0
2
<0.1%
745.5
2
<0.1%
746.0
7
<0.1%
753.5
1
<0.1%
758.0
1
<0.1%
763.0
22
0.3%
769.0
34
0.4%
790.87
1
<0.1%
LARGEST VALUES
1532.0
3,996
46.5%
1529.0
183
2.1%
1526.0
16
0.2%
1525.0
8
<0.1%
1524.5
1
<0.1%
1524.0
15
0.2%
1520.5
1
<0.1%
1519.5
1
<0.1%
1519.0
15
0.2%
1517.0
3
<0.1%
1516.5
2
<0.1%
1515.5
1
<0.1%
1514.75
1
<0.1%
1512.0
4
<0.1%
1511.5
12
0.1%
Lignite 500 available_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation_irz_actual_lag_168
-0.19
Lignite 500 generation_lag_168
0.16
Lignite 300 generation_lag_24
-0.12
generation_jwcd_forecast_lag_24
-0.12
capacity_jwcd_forecast_lag_24
-0.12
Hard coal 200 generation_lag_24
-0.11
generation_irz_actual_lag_24
-0.10
reserve1_forecast_lag_24
-0.10
load_actual_lag_24
-0.10
load_forecast_lag_24
-0.10
generation_jwcd_actual_lag_24
-0.10
50HzT_IMP_lag_168
0.10
generation_wind_forecast_lag_24
0.10
Lignite 300 available_lag_24
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.09
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
954.0
8,144
94.8%
666.0
60
0.7%
480.0
54
0.6%
802.0
40
0.5%
920.0
30
0.3%
860.0
24
0.3%
760.0
16
0.2%
864.0
16
0.2%
754.0
15
0.2%
894.0
11
0.1%
857.0
11
0.1%
900.0
10
0.1%
818.0
10
0.1%
890.0
10
0.1%
915.0
10
0.1%
SMALLEST VALUES
480.0
54
0.6%
524.6
2
<0.1%
539.0
1
<0.1%
553.0
1
<0.1%
555.0
1
<0.1%
559.5
1
<0.1%
598.5
1
<0.1%
600.0
2
<0.1%
617.27
1
<0.1%
655.0
1
<0.1%
666.0
60
0.7%
705.75
1
<0.1%
716.0
2
<0.1%
717.0
1
<0.1%
720.0
1
<0.1%
LARGEST VALUES
954.0
8,144
94.8%
944.0
2
<0.1%
941.0
1
<0.1%
940.0
7
<0.1%
936.5
1
<0.1%
931.5
2
<0.1%
928.0
6
<0.1%
924.0
1
<0.1%
920.0
30
0.3%
918.0
7
<0.1%
916.5
2
<0.1%
915.0
10
0.1%
909.0
3
<0.1%
907.0
2
<0.1%
904.5
1
<0.1%
Lignite 1000 available_lag_168
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Lignite 1000 generation_lag_168
0.90
Lignite 1000 available_lag_24
0.29
Lignite 1000 generation_lag_24
0.27
UA_IMP_lag_24
0.22
Lignite 200 available_lag_24
0.21
Lignite 300 available_lag_24
-0.20
UA_IMP_lag_168
0.20
Lignite 300 available_lag_168
-0.19
Hard coal 200 generation_lag_168
0.16
load_actual_lag_168
0.15
Lignite 300 generation_lag_24
-0.15
capacity_jwcd_forecast_lag_168
0.15
generation_njwcd_actual_lag_168
0.15
Lignite 300 generation_lag_168
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
weekday
0.20
reserve2_forecast_lag_24
0.00
Biomass 200 available_lag_24
0.00
Gas 200 available_lag_24
0.00
HPS 100 available_lag_24
0.00
HPS 200 available_lag_24
0.00
reserve2_forecast_lag_168
0.00
Biomass 200 available_lag_168
0.00
Gas 200 available_lag_168
0.00
HPS 100 available_lag_168
0.00
HPS 200 available_lag_168
0.00
MOST FREQUENT VALUES
858.0
7,767
90.4%
0.0
608
7.1%
429.0
107
1.2%
600.0
17
0.2%
828.0
13
0.2%
430.0
13
0.2%
658.0
8
<0.1%
321.77
6
<0.1%
543.0
4
<0.1%
750.75
4
<0.1%
558.0
4
<0.1%
780.0
4
<0.1%
500.0
3
<0.1%
608.0
3
<0.1%
708.0
3
<0.1%
SMALLEST VALUES
0.0
608
7.1%
100.0
1
<0.1%
214.52
2
<0.1%
220.0
1
<0.1%
321.77
6
<0.1%
429.0
107
1.2%
430.0
13
0.2%
500.0
3
<0.1%
543.0
4
<0.1%
558.0
4
<0.1%
600.0
17
0.2%
608.0
3
<0.1%
623.0
1
<0.1%
643.5
2
<0.1%
658.0
8
<0.1%
LARGEST VALUES
858.0
7,767
90.4%
850.5
1
<0.1%
848.5
1
<0.1%
828.0
13
0.2%
820.0
2
<0.1%
815.5
1
<0.1%
808.0
1
<0.1%
803.0
1
<0.1%
793.5
1
<0.1%
780.0
4
<0.1%
779.0
1
<0.1%
758.0
2
<0.1%
750.75
4
<0.1%
733.0
1
<0.1%
729.0
1
<0.1%
Biomass 200 available_lag_168
MISSING:
---
TOP CATEGORIES
225.0
8,592
100%
ALL
8,592
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Biomass 200 available_lag_168
PROVIDES INFORMATION ON...
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00
weekday
0.00

THESE FEATURES
GIVE INFORMATION
ON Biomass 200 available_lag_168:
weekday
1.00
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Biomass 200 available_lag_168
CORRELATION RATIO WITH...
price
0.00
month
0.00
price_lag_24
0.00
co2_price_pln_actual_lag_24
0.00
co2_price_eur_actual_lag_24
0.00
load_forecast_lag_24
0.00
capacity_jwcd_forecast_lag_24
0.00
capacity_njwcd_forecast_lag_24
0.00
generation_jwcd_forecast_lag_24
0.00
generation_njwcd_forecast_lag_24
0.00
generation_wind_forecast_lag_24
0.00
reserve1_forecast_lag_24
0.00
load_actual_lag_24
0.00
generation_jwcd_actual_lag_24
0.00
Gas 200 available_lag_168
MISSING:
---
TOP CATEGORIES
457.0
8,592
100%
ALL
8,592
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Gas 200 available_lag_168
PROVIDES INFORMATION ON...
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00
weekday
0.00

THESE FEATURES
GIVE INFORMATION
ON Gas 200 available_lag_168:
weekday
1.00
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
HPS 200 available_lag_168
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Gas 200 available_lag_168
CORRELATION RATIO WITH...
price
0.00
month
0.00
price_lag_24
0.00
co2_price_pln_actual_lag_24
0.00
co2_price_eur_actual_lag_24
0.00
load_forecast_lag_24
0.00
capacity_jwcd_forecast_lag_24
0.00
capacity_njwcd_forecast_lag_24
0.00
generation_jwcd_forecast_lag_24
0.00
generation_njwcd_forecast_lag_24
0.00
generation_wind_forecast_lag_24
0.00
reserve1_forecast_lag_24
0.00
load_actual_lag_24
0.00
generation_jwcd_actual_lag_24
0.00
HPS 100 available_lag_168
MISSING:
---
TOP CATEGORIES
450.0
8,592
100%
ALL
8,592
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
HPS 100 available_lag_168
PROVIDES INFORMATION ON...
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 200 available_lag_168
1.00
weekday
0.00

THESE FEATURES
GIVE INFORMATION
ON HPS 100 available_lag_168:
weekday
1.00
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 200 available_lag_168
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
HPS 100 available_lag_168
CORRELATION RATIO WITH...
price
0.00
month
0.00
price_lag_24
0.00
co2_price_pln_actual_lag_24
0.00
co2_price_eur_actual_lag_24
0.00
load_forecast_lag_24
0.00
capacity_jwcd_forecast_lag_24
0.00
capacity_njwcd_forecast_lag_24
0.00
generation_jwcd_forecast_lag_24
0.00
generation_njwcd_forecast_lag_24
0.00
generation_wind_forecast_lag_24
0.00
reserve1_forecast_lag_24
0.00
load_actual_lag_24
0.00
generation_jwcd_actual_lag_24
0.00
HPS 200 available_lag_168
MISSING:
---
TOP CATEGORIES
1256.0
8,592
100%
ALL
8,592
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
HPS 200 available_lag_168
PROVIDES INFORMATION ON...
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00
weekday
0.00

THESE FEATURES
GIVE INFORMATION
ON HPS 200 available_lag_168:
weekday
1.00
reserve2_forecast_lag_24
1.00
Biomass 200 available_lag_24
1.00
Gas 200 available_lag_24
1.00
HPS 100 available_lag_24
1.00
HPS 200 available_lag_24
1.00
reserve2_forecast_lag_168
1.00
Biomass 200 available_lag_168
1.00
Gas 200 available_lag_168
1.00
HPS 100 available_lag_168
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
HPS 200 available_lag_168
CORRELATION RATIO WITH...
price
0.00
month
0.00
price_lag_24
0.00
co2_price_pln_actual_lag_24
0.00
co2_price_eur_actual_lag_24
0.00
load_forecast_lag_24
0.00
capacity_jwcd_forecast_lag_24
0.00
capacity_njwcd_forecast_lag_24
0.00
generation_jwcd_forecast_lag_24
0.00
generation_njwcd_forecast_lag_24
0.00
generation_wind_forecast_lag_24
0.00
reserve1_forecast_lag_24
0.00
load_actual_lag_24
0.00
generation_jwcd_actual_lag_24
0.00